List organization improvements

The MPM list generation method in video encoding/decoding addresses inefficiencies in representing intra-prediction directions, improving compression efficiency by predicting likely modes and reducing bit usage.

JP7803958B2Active Publication Date: 2026-01-21TENCENT AMERICA LLC
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Patent Information

Application Number
JP2023548743
Authority / Receiving Office
JP · JP
Patent Type
Patents
Current Assignee / Owner
Priority Date
2022-09-14
Filing Date
2022-09-16
Publication Date
2026-01-21
Estimated Expiration
2042-09-16

AI Technical Summary

Technical Problem

Existing video coding technologies face inefficiencies in representing intra-prediction directions, leading to increased bit usage for less likely directions, which hampers compression efficiency.

Method used

A method and apparatus for video encoding/decoding that utilizes a Most Probable Mode (MPM) list generation based on specific conditions and neighboring block intra-modes to determine likely intra-prediction directions, reducing bit usage for less probable modes.

Benefits of technology

Enhances video compression efficiency by accurately predicting intra-prediction directions, thereby reducing the number of bits required to represent these directions in the coded video bitstream.

✦ Generated by Eureka AI based on patent content.

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Abstract

The neighboring blocks of the current block include a first block adjacent to one of a top edge, an upper left corner, and an upper right corner of the current block, and a second block adjacent to one of a left edge and a lower left corner of the current block. It is determined whether one or more of the first blocks and the current block are within the same coding tree unit (CTU). Based on one or more of the first blocks and the current block being within the same CTU, respective intra modes associated with each of the one or more of the first blocks are added to a most probable mode (MPM) list of the current block based on a sequence of conditions. Respective intra modes associated with each of the second blocks are added to the MPM list based on a sequence of conditions.
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Description

[Technical Field]

[0001] Incorporation by Reference This application claims the benefit of priority to U.S. Provisional Application No. 63 / 253,976, entitled "Method and Apparatus for Constructing Most Probable Mode (MPM) List," filed October 8, 2021, which claims the benefit of priority to U.S. Patent Application No. 17 / 944,999, entitled "IMPROVEMENT ON MPM LIST CONSTRUCTION," filed September 14, 2022. The disclosures of the prior applications are incorporated herein by reference in their entireties.

[0002] This disclosure generally describes embodiments related to video coding. [Background technology]

[0003] The discussion of the background art provided herein is intended to generally present the context for the present disclosure. The inventors' work is not admitted expressly or implicitly as prior art to the present disclosure to the extent that that work is described in this background section, along with aspects of the description that may not otherwise be admitted as prior art at the time of filing of this application.

[0004] Video coding and decoding can be performed using inter-picture prediction with motion compensation. Uncompressed digital video can include a series of pictures, each with spatial dimensions of, for example, 1920 x 1080 luminance samples and associated full or subsampled chrominance samples. The series of pictures can have a fixed or variable picture rate (also informally called a frame rate), for example, 60 pictures per second or 60 Hz. Uncompressed video has specific bitrate requirements. For example, 1080p60 4:2:0 video (1920 x 1080 luminance sample resolution at a 60 Hz frame rate) at 8 bits per sample requires a bandwidth approaching 1.5 Gbit / s. One hour of such video requires more than 600 GBytes of storage space.

[0005] One goal of video coding and decoding can be to reduce redundancy in an input video signal through compression. Compression can help reduce the aforementioned bandwidth and / or storage space requirements, sometimes by more than two orders of magnitude. Both lossless and lossy compression, as well as combinations thereof, can be used. Lossless compression refers to a technique in which an exact copy of an original signal can be reconstructed from a compressed original signal through a decoding process. When lossy compression is used, the reconstructed signal may not be identical to the original signal, but the distortion between the original and reconstructed signal is small enough to make the reconstructed signal useful for its intended use. For video, lossy compression is widely used. The amount of acceptable distortion depends on the application; for example, users of certain consumer streaming applications may tolerate higher distortion than users of television distribution applications. The achievable compression ratio can reflect that higher tolerable / acceptable distortion can result in a higher compression ratio.

[0006] Video encoders and decoders can utilize techniques from several broad categories, including, for example, motion compensation, transform, quantization, and entropy coding.

[0007] Video codec technology can include a technique known as intra-coding. In intra-coding, sample values ​​are represented without reference to samples or other data from previously reconstructed reference pictures. In some video codecs, pictures are spatially subdivided into blocks of samples. If all blocks of samples are coded in intra mode, the picture can be called an intra-picture. Intra-pictures and their derivatives, such as independent decoder refresh pictures, can be used to reset the decoder state and can therefore be used as the first picture in a coded video bitstream and video session or as a still image. Samples of intra-blocks can undergo a transform, and the transform coefficients can be quantized before entropy coding. Intra-prediction can be a technique that minimizes sample values ​​in the pre-transform domain. In some cases, the smaller the DC value and the smaller the AC coefficients after the transform, the fewer bits are required for a given quantization step size to represent the block after entropy coding.

[0008] For example, traditional intra-coding, such as that known from MPEG-2 generation coding techniques, does not use intra-prediction. However, some newer video compression techniques include techniques that attempt to predict intra-prediction from surrounding sample data and / or metadata obtained during encoding / decoding of spatially neighboring and preceding blocks of data in decoding order. Such techniques are hereinafter referred to as "intra-prediction" techniques. Note that, at least in some cases, intra-prediction uses reference data only from the current picture being reconstructed, and not from other reference pictures.

[0009] Intra-prediction can take many different forms. If two or more of such techniques can be used in a given video coding technique, the techniques used can be coded as intra-prediction modes. In some cases, modes can have sub-modes and / or parameters, which can be coded separately or included in a mode codeword. The codeword used for a given mode, sub-mode, and / or parameter combination can affect coding efficiency gains via intra-prediction and can affect the entropy coding technique used to convert the codeword into a bitstream.

[0010] Certain modes of intra prediction were introduced in H.264, improved in H.265, and further refined in newer coding techniques such as Joint Search Model (JEM), Versatile Video Coding (VVC), and Benchmark Set (BMS). Predictor blocks can be formed using neighboring sample values ​​belonging to already available samples. The sample values ​​of the neighboring samples are copied to the predictor block according to a direction. The reference to the direction used can be coded in the bitstream or can itself be predicted.

[0011] Referring to FIG. 1, shown at the bottom right is a subset of nine known predictor directions from the 33 possible predictor directions in H.265 (corresponding to the 33 angle modes of the 35 intra modes). The point where the arrows converge (101) represents the sample being predicted. The arrows represent the direction from which the sample is predicted. For example, arrow (102) indicates that sample (101) is predicted at a 45-degree angle from horizontal to the upper right from one or more samples. Similarly, arrow (103) indicates that sample (101) is predicted at a 22.5-degree angle from horizontal to the lower left from one or more samples from sample (101).

[0012] Continuing with reference to FIG. 1 , a square block (104) of 4×4 samples (indicated by a thick dashed line) is illustrated in the upper left. The square block (104) contains 16 samples, each labeled with “S,” its Y-dimensional position (e.g., row index), and its X-dimensional position (e.g., column index). For example, sample S21 is the second sample (from the top) in the Y dimension and the first sample (from the left) in the X dimension. Similarly, sample S44 is the fourth sample in the block (104) in both the Y and X dimensions. Because the block is 4×4 samples in size, S44 is located in the lower right. Reference samples, which follow a similar numbering scheme, are also shown. The reference samples are labeled R, their Y-position (e.g., row index), and X-position (column index) relative to the block (104). In both H.264 and H.265, predicted samples are neighbors of the block being reconstructed, and therefore, negative values ​​need not be used.

[0013] Intra-picture prediction can work by copying reference sample values ​​from neighboring samples as assigned by the signaled prediction direction. For example, assume that the coded video bitstream includes signaling for this block indicating a prediction direction consistent with the arrow (102), i.e., the sample is predicted from one or more prediction samples at a 45-degree angle from the horizontal, to the upper right. In this case, samples S41, S32, S23, and S14 are predicted from the same reference sample R05. Then, sample S44 is predicted from reference sample R08.

[0014] In some cases, the values ​​of multiple reference samples may be combined, for example by interpolation, to calculate the reference sample, particularly if the direction is not evenly divisible by 45 degrees.

[0015] The number of possible directions has increased as video coding technology has evolved. In H.264 (2003), nine different directions could be represented. This increased to 33 in H.265 (2013), and JEM / VVC / BMS can support up to 65 directions as of the time of this disclosure. Experiments have been conducted to identify the most likely directions, and some entropy coding techniques are used to represent these likely directions with a small number of bits, accepting a certain penalty for less likely directions. Furthermore, the direction itself may be predictable from nearby directions used in nearby, already decoded blocks.

[0016] FIG. 2 shows a schematic diagram (201) illustrating 65 intra-prediction directions with JEM to illustrate the increasing number of prediction directions over time.

[0017] The mapping of intra-prediction direction bits in a coded video bitstream to represent directions can vary from one video coding technique to another, ranging from a simple direct mapping from prediction direction to intra-prediction mode, for example, to complex adaptation schemes including codewords, most probable modes, and similar techniques. However, in all cases, there may be certain directions that are statistically less likely to occur in the video content than certain other directions. Because the goal of video compression is to reduce redundancy, these less likely directions are represented by more bits than more likely directions in a well-performing video coding technique. Summary of the Invention [Means for solving the problem]

[0018] Aspects of the present disclosure provide a method and apparatus for video encoding / decoding. In some examples, an apparatus for video decoding includes a processing circuit.

[0019] According to one aspect of the present disclosure, a method of video decoding performed in a video decoder is provided. In the method, coded information of a current block and neighboring blocks of the current block may be received from a coded video bitstream. The neighboring blocks may include a first block and a second block. Each of the first blocks may be adjacent to one of a top edge, an upper left corner, and an upper right corner of the current block, and each of the second blocks may be adjacent to one of a left edge and a lower left corner of the current block. It may be determined whether one or more of the first blocks of the neighboring blocks and the current block are in the same coding tree unit (CTU). Based on whether one or more of the first blocks of the neighboring blocks and the current block are in the same CTU, respective intra modes associated with each of one or more of the first blocks may be added to a most probable mode (MPM) list for the current block based on a sequence of conditions. The sequence of conditions may correspond to an order in which the respective intra modes are determined to be added to the MPM list. Each of the second blocks of the neighboring blocks may be added to the MPM list based on the sequence of conditions. The current block can be reconstructed based on the MPM list.

[0020] In some embodiments, based on the height of the current block being greater than or equal to the width of the current block, the intra mode of one or more above blocks of the first blocks may be added to the MPM list according to a second condition in the sequence of conditions. The above block may be adjacent to a top edge of the current block. The second condition may include the above block being intra-coded. The propagated intra mode of one or more above blocks of the first blocks may be added to the MPM list according to a fourth condition in the sequence of conditions. The fourth condition may include the above block being inter-coded. The propagated intra mode of the above block may be obtained based on neighboring blocks of the above block.

[0021] In some embodiments, the propagated intra mode of one or more upper right blocks of the first blocks may be added to the MPM list according to a tenth condition in the sequence of conditions. The upper right block may be adjacent to an upper right corner of the current block. The tenth condition may include that the upper right block is inter-coded. The propagated intra mode of the upper right block may be obtained based on neighboring blocks of the upper right block. The propagated intra mode of one or more upper left blocks of the first blocks may be added to the MPM list according to an eleventh condition in the sequence of conditions. The upper left block may be adjacent to an upper left corner of the current block. The eleventh condition may include that the upper left block is inter-coded. The propagated intra mode of the upper left block may be obtained based on neighboring blocks of the upper left block.

[0022] In some embodiments, based on the height of the current block being equal to or greater than the width of the current block, the intra-mode of the left block of the second block may be added to the MPM list according to a third condition in the sequence of conditions: The left block may be adjacent to the left edge of the current block; The third condition may include that the left block of the second block is intra-coded.

[0023] In some embodiments, in response to the height of the current block being smaller than the width of the current block, the propagated intra mode of one or more of the above blocks of the first blocks may be added to the MPM list according to a fifth condition in the sequence of conditions. The fifth condition may include that the above block is inter-coded. The propagated intra mode of the above block may be obtained based on neighboring blocks of the above block.

[0024] In some embodiments, a condition in the sequence of conditions for which a propagating intra mode of one of the neighboring blocks is added to the MPM list may follow a condition in the sequence of conditions for which the intra mode of that one of the neighboring blocks is added to the MPM list.

[0025] In some embodiments, in response to the height of the current block being greater than or equal to the width of the current block, the intra mode of one or more above blocks of the first blocks may be added to the MPM list according to a second condition in the sequence of conditions. The second condition may include the above block being intra-coded. The propagated intra mode of one or more above blocks of the first blocks may be added to the MPM list according to a third condition in the sequence of conditions. The third condition may include the above block being inter-coded. The propagated intra mode of the above block may be obtained based on neighboring blocks of the above block.

[0026] In some embodiments, the intra mode of one or more top-right blocks of the first blocks may be added to the MPM list according to an eighth condition in the sequence of conditions, where the eighth condition may include that the top-right block is intra-coded. The propagated intra mode of one or more top-right blocks of the first blocks may be added to the MPM list according to a ninth condition in the sequence of conditions, where the ninth condition may include that the top-right block is inter-coded. The propagated intra mode of the top-right block may be obtained based on neighboring blocks of the top-right block. The intra mode of one or more top-left blocks of the first blocks may be added to the MPM list according to a tenth condition in the sequence of conditions, where the tenth condition may include that the top-left block is intra-coded. The propagated intra mode of one or more top-left blocks of the first blocks may be added to the MPM list according to an eleventh condition in the sequence of conditions, where the eleventh condition may include that the top-left block is inter-coded. The propagated intra mode of the top-left block may be obtained based on neighboring blocks of the top-left block.

[0027] In some embodiments, in response to the height of the current block being greater than or equal to the width of the current block, an intra mode of a left block of the second block may be added to the MPM list according to a fourth condition in the sequence of conditions, where the fourth condition may include that the left block of the second block is intra-coded. A propagated intra mode of the left block of the second block may be added to the MPM list according to a fifth condition in the sequence of conditions, where the fifth condition may include that the left block of the second block is inter-coded. The propagated intra mode of the left block may be obtained based on neighboring blocks of the left block.

[0028] In some embodiments, the intra mode of the bottom-left block of the second block may be added to the MPM list according to a sixth condition in the sequence of conditions, where the sixth condition may include that the bottom-left block of the second block is intra-coded. The bottom-left block may be adjacent to the bottom-left corner of the current block. The propagated intra mode of the bottom-left block of the second block may be added to the MPM list according to a seventh condition in the sequence of conditions, where the seventh condition may include that the bottom-left block of the second block is inter-coded. The propagated intra mode of the bottom-left block may be obtained based on neighboring blocks of the bottom-left block.

[0029] According to another aspect of the present disclosure, a video decoding method performed in a video decoder is provided. In the method, coded information of a current block and neighboring blocks of the current block may be received from a coded video bitstream. The neighboring blocks may include a first block and a second block. Each of the first blocks may be adjacent to one of a top edge, an upper left corner, and an upper right corner of the current block, and each of the second blocks may be adjacent to one of a left edge and a lower left corner of the current block. Corresponding positions of each of the neighboring blocks may be determined. Corresponding intra-modes of the neighboring blocks may be determined based on the corresponding positions and a universal intra-mode map. The universal intra-mode map may include multiple units, each of the corresponding positions being associated with a respective unit of the universal intra-mode map and corresponding to a respective corresponding intra-mode associated with the respective unit. A most probable mode (MPM) list may be generated for the current block based on the corresponding intra-modes of the neighboring blocks and a sequence of conditions. The sequence of conditions may indicate an order in which the respective intra-modes are determined to be added to the MPM list. The current block can be further reconstructed based on the MPM list.

[0030] In some embodiments, in response to the height of the current block being greater than or equal to the width of the current block, a corresponding intra mode of a block above the first block may be added to the MPM list according to a second condition in the sequence of conditions, where the second condition may include the presence of an above block. The above block may be adjacent to a top edge of the current block. A corresponding intra mode of a block to the left of the second block may be added to the MPM list according to a third condition in the sequence of conditions, where the third condition may include the presence of a left block. The left block may be adjacent to a left edge of the current block.

[0031] In some embodiments, in response to the height of the current block being less than the width of the current block, a corresponding intra mode of a left block of the second block can be added to the MPM list according to a second condition in the sequence of conditions, where the second condition can include the left block being present, and a corresponding intra mode of a above block of the first block can be added to the MPM list according to a third condition in the sequence of conditions, where the third condition can indicate the above block being present.

[0032] In some embodiments, the corresponding intra mode of the bottom-left block of the second block may be added to the MPM list according to a sixth condition in the sequence of conditions, where the sixth condition may include the bottom-left block being present. The bottom-left block may be adjacent to the bottom-left corner of the current block. The corresponding intra mode of the top-right block of the first block may be added to the MPM list according to a seventh condition in the sequence of conditions, where the seventh condition may include the top-right block being present. The top-right block may be adjacent to the top-right corner of the current block. The corresponding intra mode of the top-left block of the first block may be added to the MPM list according to an eighth condition in the sequence of conditions, where the eighth condition may include the top-left block being present. The top-left block may be adjacent to the top-left corner of the current block.

[0033] In one embodiment, each of the multiple units of the universal intramode map can be initialized with a default intramode, and one or more of the default intramodes in the universal intramode map can be further replaced with a corresponding intramode.

[0034] In another embodiment, one or more of the multiple units of the universal intramode map can be filled with a corresponding intramode, and the remaining units of the multiple units of the universal intramode map can be further filled with a default intramode.

[0035] According to another aspect of the present disclosure, there is provided an apparatus, the apparatus including a processing circuit, the processing circuit being configured to perform any of the methods for video coding.

[0036] Aspects of the present disclosure also provide a non-transitory computer-readable medium storing instructions that, when executed by a computer, cause the computer to perform any of the methods for video coding.

[0037] Further features, nature and various advantages of the disclosed subject matter will become more apparent from the following detailed description and accompanying drawings. [Brief explanation of the drawings]

[0038] [Figure 1] FIG. 2 is a schematic diagram of an example subset of intra-prediction modes. [Figure 2] FIG. 1 is a diagram of an exemplary intra-prediction direction. [Figure 3] FIG. 3 is a simplified block diagram schematic of a communication system (300) according to one embodiment. [Figure 4] FIG. 4 is a schematic diagram of a simplified block diagram of a communication system (400) according to one embodiment. [Figure 5] FIG. 2 is a schematic diagram of a simplified block diagram of a decoder according to one embodiment. [Figure 6] FIG. 2 is a schematic diagram of a simplified block diagram of an encoder according to one embodiment. [Figure 7] 4 shows a block diagram of an encoder according to another embodiment; [Figure 8] 4 shows a block diagram of a decoder according to another embodiment; [Figure 9] 1 illustrates neighboring coding units of a current coding unit in intra-mode coding according to some embodiments of the present disclosure. [Figure 10A] 1 is a first exemplary universal intra-mode map according to some embodiments of the present disclosure. [Figure 10B] 10 is a second exemplary universal intra-mode map according to some embodiments of the present disclosure. [Figure 11A] FIG. 1 is a first exemplary diagram of a Most Probable Mode (MPM) list configuration according to some embodiments of the present disclosure. [Figure 11B] FIG. 10 is a second exemplary diagram of a Most Probable Mode (MPM) list configuration according to some embodiments of the present disclosure. [Figure 12]1 shows a flowchart illustrating a first exemplary decoding process according to some embodiments of the present disclosure. [Figure 13] 10 shows a flowchart illustrating a second exemplary decoding process according to some embodiments of the present disclosure. [Figure 14] 1 shows a flowchart illustrating a first exemplary encoding process according to some embodiments of the present disclosure. [Figure 15] 10 shows a flowchart illustrating a second exemplary encoding process according to some embodiments of the present disclosure. [Figure 16] FIG. 1 is a schematic diagram of a computer system according to one embodiment. DETAILED DESCRIPTION OF THE INVENTION

[0039] Figure 3 shows a simplified block diagram of a communication system (300) according to one embodiment of the present disclosure. The communication system (300) includes, for example, multiple terminal devices that can communicate with each other via a network (350). For example, the communication system (300) includes a first pair of terminal devices (310) and (320) interconnected via the network (350). In the example of Figure 3, the first pair of terminal devices (310) and (320) perform unidirectional transmission of data. For example, the terminal device (310) may code video data (e.g., a stream of video pictures captured by the terminal device (310)) for transmission to the other terminal device (320) via the network (350). The encoded video data may be transmitted in the form of one or more coded video bitstreams. The terminal device (320) may receive the coded video data from the network (350), decode the coded video data to reconstruct the video pictures, and display the video pictures according to the reconstructed video data. Unidirectional data transmission may be common, such as in media serving applications.

[0040] In another example, the communication system (300) includes a second pair of terminal devices (330) and (340) for bidirectional transmission of coded video data, such as may occur during a video conference. For the bidirectional transmission of data, in one example, each of the terminal devices (330) and (340) may code video data (e.g., a stream of video pictures captured by that terminal device) for transmission to the other of the terminal devices (330) and (340) over the network (350). Each of the terminal devices (330) and (340) may also receive coded video data transmitted by the other of the terminal devices (330) and (340), decode the coded video data to reconstruct the video pictures, and display the video pictures on an accessible display device according to the reconstructed video data.

[0041] In the example of FIG. 3 , the terminal devices 310, 320, 330, and 340 may be depicted as a server, a personal computer, and a smartphone, although the principles of the present disclosure are not so limited. Embodiments of the present disclosure apply to laptop computers, tablet computers, media players, and / or dedicated videoconferencing equipment. The network 350 represents any number of networks that convey coded video data between the terminal devices 310, 320, 330, and 340, including, for example, wired and / or wireless communication networks. The communication network 350 may exchange data over circuit-switched and / or packet-switched channels. Exemplary networks include telecommunications networks, local area networks, wide area networks, and / or the Internet. For purposes of this discussion, the architecture and topology of the network 350 may not be important to the operation of the present disclosure, unless otherwise described herein below.

[0042] 4 shows an arrangement of video encoders and video decoders in a streaming environment as one example for application of the disclosed subject matter, which may be equally applicable to other video-enabled applications including, for example, video conferencing, digital television, storage of compressed video on digital media including CDs, DVDs, memory sticks, etc.

[0043] The streaming system may include a video source (401), e.g., a capture subsystem (413), which may include a digital camera, that creates a stream of uncompressed video pictures (402). In one example, the stream of video pictures (402) includes samples taken by the digital camera. The stream of video pictures (402), illustrated as a thick line to emphasize its high data volume compared to the encoded video data (404) (or coded video bitstream), may be processed by an electronic device (420) that includes a video encoder (403) coupled to the video source (401). The video encoder (403) may include hardware, software, or a combination thereof to enable or implement aspects of the disclosed subject matter, as described in more detail below. The encoded video data (404) (or coded video bitstream (404)), illustrated as a thin line to emphasize its low data volume compared to the stream of video pictures (402), may be stored on a streaming server (405) for future use. One or more streaming client subsystems, such as the client subsystems (406) and (408) of Figure 4, can access the streaming server (405) to retrieve copies (407) and (409) of the encoded video data (404). The client subsystem (406) can include a video decoder (410), for example, within an electronic device (430). The video decoder (410) decodes the input copy of the encoded video data (407) and creates an output stream of video pictures (411) that can be rendered on a display (412) (e.g., a display screen) or other rendering device (not shown). In some streaming systems, the encoded video data (404), (407), and (409) (e.g., a video bitstream) can be encoded according to a particular video coding / compression standard.Examples of these standards include ITU-T Recommendation H.265. In one example, a video coding standard under development is informally known as Versatile Video Coding (VVC). The disclosed subject matter may be used in the context of VVC.

[0044] It should be noted that the electronic devices (420) and (430) may include other components (not shown). For example, the electronic device (420) may include a video decoder (not shown), and the electronic device (430) may include a video encoder (not shown).

[0045] 5 shows a block diagram of a video decoder (510) according to one embodiment of the present disclosure. The video decoder (510) can be included in an electronic device (530). The electronic device (530) can include a receiver (531) (e.g., receiving circuitry). The video decoder (510) can be used in place of the video decoder (410) in the example of FIG. 4.

[0046] The receiver (531) may receive one or more coded video sequences to be decoded by the video decoder (510), or in the same or another embodiment, may receive one coded video sequence at a time, with the decoding of each coded video sequence being independent of the other coded video sequences. The coded video sequences may be received from a channel (501), which may be a hardware / software link to a storage device that stores the encoded video data. The receiver (531) may receive the encoded video data along with other data, such as coded audio data and / or auxiliary data streams, which may be forwarded to their respective using entities (not shown). The receiver (531) may separate the coded video sequences from other data. To combat network jitter, a buffer memory (515) may be coupled between the receiver (531) and the entropy decoder / parser (520) (hereinafter, "parser (520)"). In certain applications, the buffer memory (515) is part of the video decoder (510). In other applications, the buffer memory (515) can be external to the video decoder (510) (not shown). In still other applications, there can be a buffer memory (not shown) external to the video decoder (510), for example, to combat network jitter, or there can be an additional buffer memory (515) internal to the video decoder (510), for example, to handle playback timing. When the receiver (531) is receiving data from a store-and-forward device with sufficient bandwidth and controllability, or from an isosynchronous network, the buffer memory (515) may be unnecessary or can be small.For use with best-effort packet networks such as the Internet, the buffer memory (515) may be required and may be relatively large, advantageously of adaptive size, and may be implemented at least in part in an operating system or similar element (not shown) outside the video decoder (510).

[0047] The video decoder (510) may include a parser (520) to reconstruct symbols (521) from the coded video sequence. These symbol categories include information used to manage the operation of the video decoder (510) and, potentially, information for controlling a rendering device (512) (e.g., a display screen), such as a rendering device that is not an integral part of the electronic device (530) but can be coupled to the electronic device (530), as shown in FIG. 5. The control information for the rendering device(s) may be in the form of a supplemental enhancement information (SEI) message or a video usability information (VUI) parameter set fragment (not shown). The parser (520) may parse / entropy decode the received coded video sequence. The coding of the coded video sequence may be in accordance with a video coding technique or standard and may follow various principles, including variable length coding, Huffman coding, arithmetic coding with or without context dependency, etc. The parser (520) may extract from the coded video sequence a set of subgroup parameters for at least one of a subgroup of pixels in the video decoder based on at least one parameter corresponding to the group. The subgroup may include a Group of Pictures (GOP), a picture, a tile, a slice, a macroblock, a coding unit (CU), a block, a transform unit (TU), a prediction unit (PU), etc. The parser (520) may also extract information from the coded video sequence, such as transform coefficients, quantization parameter values, motion vectors, etc.

[0048] The parser (520) may perform entropy decoding / parsing operations on the video sequence received from the buffer memory (515) to produce symbols (521).

[0049] The reconstruction of the symbols (521) may require several different processing units, depending on the type of coded video picture or portion thereof (inter-picture and intra-picture, inter-block and intra-block, etc.), as well as other factors. Which units are required and how can be controlled by subgroup control information parsed from the coded video sequence by the parser (520). The flow of such subgroup control information between the parser (520) and the following units is not shown for simplicity.

[0050] Beyond the functional blocks already mentioned, the video decoder (510) can be conceptually subdivided into several functional units as described below. In an actual implementation operating under commercial constraints, many of these units will interact closely with each other and may be, at least partially, integrated with each other. However, for purposes of describing the disclosed subject matter, the following conceptual subdivision into functional units is appropriate.

[0051] The first unit is a scalar / inverse transform unit (551), which receives quantized transform coefficients as well as control information from the parser (520) as symbol(s) (521), including which transform to use, block size, quantization coefficients / parameters, quantization scaling matrices, etc. The scalar / inverse transform unit (551) can output blocks containing sample values ​​that can be input to an aggregator (555).

[0052] In some cases, the output samples of the scaler / inverse transform (551) may relate to intra-coded blocks, i.e., blocks that do not use prediction information from a previously reconstructed picture but can use prediction information from a previously reconstructed portion of the current picture. Such prediction information may be provided by an intra-picture prediction unit (552). In some cases, the intra-picture prediction unit (552) generates blocks of the same size and shape as the block being reconstructed using surrounding, already reconstructed information fetched from a current picture buffer (558). The current picture buffer (558), for example, buffers partially reconstructed and / or fully reconstructed current pictures. The aggregator (555) may add, on a sample-by-sample basis, the prediction information generated by the intra-prediction unit (552) to the output sample information provided by the scaler / inverse transform unit (551).

[0053] In other cases, the output samples of the scalar / inverse transform unit (551) may relate to an inter-coded, potentially motion-compensated block. In such cases, the motion-compensated prediction unit (553) may access a reference picture memory (557) to fetch samples used for prediction. After motion-compensating the fetched samples according to the symbols (521) related to the block, these samples may be added by an aggregator (555) to the output of the scalar / inverse transform unit (551) to generate output sample information (in this case, referred to as residual samples or residual signals). The addresses in the reference picture memory (557) from which the motion-compensated prediction unit (553) fetches prediction samples may be controlled by a motion vector, available to the motion-compensated prediction unit (553) in the form of a symbol (521) that may have, for example, an X component, a Y component, and a reference picture component. Motion compensation may also include interpolation of sample values ​​fetched from the reference picture memory (557) when sub-sample accurate motion vectors are used, motion vector prediction mechanisms, etc.

[0054] The output samples of the aggregator (555) can be subjected to various loop filtering techniques in a loop filter unit (556). Video compression techniques can include in-loop filter techniques controlled by parameters contained in the coded video sequence (also called the coded video bitstream) and provided to the loop filter unit (556) as symbols (521) from the parser (520), but can also respond to meta-information obtained during decoding of a coded picture or previous portion (in decoding order) of the coded video sequence, or can respond to previously reconstructed loop-filtered sample values.

[0055] The output of the loop filter unit (556) may be a sample stream that can be output to the rendering device (512) as well as stored in a reference picture memory (557) for use in future inter-picture prediction.

[0056] Once a particular coded picture is fully reconstructed, it can be used as a reference picture for future prediction. For example, once a coded picture corresponding to a current picture is fully reconstructed and the coded picture is identified as a reference picture (e.g., by the parser (520)), the current picture buffer (558) can become part of the reference picture memory (557), and any unused current picture buffer can be reallocated before beginning reconstruction of the next coded picture.

[0057] The video decoder (510) may perform decoding operations according to a predetermined video compression technique of a standard, such as ITU-T Rec. H.265. A coded video sequence may comply with the syntax specified by the video compression technique or standard being used, in the sense that the coded video sequence adheres to both the syntax of the video compression technique or standard and the profile documented in the video compression technique or standard. Specifically, a profile may select specific tools from all tools available in the video compression technique or standard as the limited tools that can be used under that profile. Also required for compliance may be that the complexity of the coded video sequence be within a range defined by the level of the video compression technique or standard. In some cases, the level limits the maximum picture size, maximum frame rate, maximum reconstruction sample rate (e.g., measured in megasamples per second), maximum reference picture size, etc. The limits set by the level may, in some cases, be further constrained by a hypothetical reference decoder (HRD) specification and metadata for HRD buffer management signaled in the coded video sequence.

[0058] In one embodiment, the receiver (531) may receive additional (redundant) data along with the encoded video. The additional data may be included as part of the coded video sequence(s). The additional data may be used by the video decoder (510) to properly decode the data and / or to more accurately reconstruct the original video data. The additional data may be in the form of, for example, temporal, spatial, or signal-to-noise ratio (SNR) enhancement layers, redundant slices, redundant pictures, forward error correction codes, etc.

[0059] 6 shows a block diagram of a video encoder (603) according to one embodiment of the present disclosure. The video encoder (603) is included in an electronic device (620). The electronic device (620) further includes a transmitter (640) (e.g., a transmitting circuit). The video encoder (603) can be used in place of the video encoder (403) in the example of FIG. 4.

[0060] The video encoder (603) may receive video samples from a video source (601) (not part of the electronic device (620) in the example of FIG. 6) that may capture video image(s) to be coded by the video encoder (603). In another example, the video source (601) is part of the electronic device (620).

[0061] The video source (601) may provide a source video sequence to be coded by the video encoder (603) in the form of a digital video sample stream, which may be of any suitable bit depth (e.g., 8-bit, 10-bit, 12-bit, ...), any color space (e.g., BT.601 Y CrCB, RGB, ...), and any suitable sampling structure (e.g., Y CrCb 4:2:0, Y CrCb 4:4:4). In a media serving system, the video source (601) may be a storage device that stores previously prepared video. In a video conferencing system, the video source (601) may be a camera that captures local image information as a video sequence. The video data may be provided as multiple individual pictures that, when viewed in sequence, impart motion. The pictures themselves may be organized as a spatial array of pixels, each of which may contain one or more samples, depending on the sampling structure, color space, etc., used. Those skilled in the art can readily understand the relationship between pixels and samples. The following description focuses on samples.

[0062] According to one embodiment, the video encoder (603) may code and compress pictures of a source video sequence into a coded video sequence (643) in real time or under any other time constraints required by the application. Enforcing the appropriate coding rate is one function of the controller (650). In some embodiments, the controller (650) controls and is operatively coupled to other functional units described below. For simplicity, coupling is not shown. Parameters set by the controller (650) may include rate control-related parameters (picture skip, quantization, lambda value for rate-distortion optimization techniques, ...), picture size, group of pictures (GOP) layout, maximum motion vector search range, etc. The controller (650) can be configured with other appropriate functions related to the video encoder (603) optimized for a certain system design.

[0063] In some embodiments, the video encoder (603) is configured to operate in a coding loop. As an overly simplified explanation, in one example, the coding loop can include a source coder (630) (e.g., responsible for generating symbols, such as a symbol stream, based on an input picture to be coded and one or more reference pictures) and a (local) decoder (633) embedded in the video encoder (603). The decoder (633) reconstructs the symbols to create sample data in a manner similar to that which a (remote) decoder would also create (since any compression between the symbols and the coded video bitstream is lossless in the video compression techniques contemplated by the disclosed subject matter). The reconstructed sample stream (sample data) is input to a reference picture memory (634). Because decoding of the symbol stream yields bit-exact results regardless of the location of the decoder (local or remote), the content in the reference picture memory (634) is also bit-exact between the local and remote encoders. In other words, the prediction part of the encoder "sees" the exact same sample values ​​as the reference picture samples that the decoder will "see" when using the prediction during decoding. This basic principle of reference picture synchrony (and the resulting drift when synchrony cannot be maintained, e.g., due to channel errors) is also used in several related technologies.

[0064] The operation of the "local" decoder (633) may be the same as the operation of a "remote" decoder, such as the video decoder (510), already described in detail above in connection with Figure 5. Referring also briefly to Figure 5, however, because symbols are available and the encoding / decoding of symbols into a coded video sequence by the entropy coder (645) and parser (520) may be lossless, the entropy decoding portion of the video decoder (510), including the buffer memory (515) and parser (520), may not be fully implemented in the local decoder (633) within the encoder.

[0065] At this point, it can be said that any decoder technology, except for parsing / entropy decoding, present in the decoder may necessarily need to exist in a corresponding encoder in substantially the same functional form. For this reason, the subject matter of the disclosure focuses on decoder operation. A description of the encoder technology can be omitted, as it is the opposite of the decoder technology, which is described generically. Only in certain areas is a more detailed description required, which is provided below.

[0066] In operation, in some examples, the source coder (630) may perform motion-compensated predictive coding, which predictively codes an input picture with reference to one or more previously coded pictures from a video sequence designated as “reference pictures.” In this manner, the coding engine (632) codes differences between pixel blocks of the input picture and pixel blocks of reference picture(s) that may be selected as predictive reference(s) for the input picture.

[0067] The local video decoder (633) may decode coded video data of pictures that may be designated as reference pictures based on symbols created by the source coder (630). The operation of the coding engine (632) may advantageously be a lossy process. If the coded video data is to be decoded by a video decoder (not shown in FIG. 6), the reconstructed video sequence may typically be a copy of the source video sequence with some errors. The local video decoder (633) may replicate the decoding process that may be performed by the video decoder on the reference pictures and store the reconstructed reference pictures in a reference picture cache (634). In this way, the video encoder (603) may locally store copies of reconstructed reference pictures that have common content with reconstructed reference pictures obtained by a far-end video decoder (without transmission errors).

[0068] The predictor (635) may perform predictive searches for the coding engine (632). That is, for a new picture to be coded, the predictor (635) may search the reference picture memory (634) for sample data (as candidate reference pixel blocks) or specific metadata such as reference picture motion vectors, block shapes, etc., that may serve as appropriate predictive references for the new picture. The predictor (635) may operate sample block by sample block, pixel block by pixel block, to find appropriate predictive references. In some cases, as determined by search results obtained by the predictor (635), the input picture may have predictive references drawn from multiple reference pictures stored in the reference picture memory (634).

[0069] The controller (650) may manage the coding operations of the source coder (630), including, for example, setting the parameters and subgroup parameters used to encode the video data.

[0070] The outputs of all the aforementioned functional units may be entropy coded by an entropy coder (645), which converts the symbols produced by the various functional units into a coded video sequence by lossless compression of the symbols according to techniques such as Huffman coding, variable length coding, arithmetic coding, etc.

[0071] The transmitter (640) may buffer the coded video sequence(s) created by the entropy coder (645) for transmission over a communication channel (660), which may be a hardware / software link to a storage device that stores the encoded video data. The transmitter (640) may merge the coded video data from the video coder (603) with other data to be transmitted, such as coded audio data and / or auxiliary data streams (sources not shown).

[0072] The controller (650) may manage the operation of the video encoder (603). During coding, the controller (650) may assign a coded picture type to each coded picture, which may affect the coding technique that may be applied to the respective picture. For example, pictures may often be assigned as one of the following picture types:

[0073] An intra-picture (I-picture) may be a picture that can be coded and decoded without using any other picture in a sequence as a source of prediction. Some video codecs allow different types of intra-pictures, including, for example, independent decoder refresh ("IDR") pictures. Those skilled in the art are aware of these variations of I-pictures and their respective uses and characteristics.

[0074] A predicted picture (P picture) may be a picture that can be coded and decoded using intra- or inter-prediction, which predicts sample values ​​for each block using at most one motion vector and reference index.

[0075] A bidirectionally predicted picture (B-picture) may be a picture that can be coded and decoded using intra- or inter-prediction, which uses at most two motion vectors and reference indices to predict the sample values ​​of each block. Similarly, multiple predicted pictures can use more than two reference pictures and associated metadata for the reconstruction of a single block.

[0076] A source picture is generally spatially subdivided into multiple sample blocks (e.g., blocks of 4x4 samples, 8x8 samples, 4x8 samples, or 16x16 samples each) and may be coded block by block. Blocks may be predictively coded with reference to other (already coded) blocks as determined by the coding assignment applied to the block's respective picture. For example, blocks of an I-picture may be non-predictively coded or predictively coded with reference to already coded blocks of the same picture (spatial prediction or intra prediction). Pixel blocks of a P-picture may be predictively coded via spatial prediction or via temporal prediction with reference to one previously coded reference picture. Blocks of a B-picture may be predictively coded via spatial prediction or via temporal prediction with reference to one or two previously coded reference pictures.

[0077] The video encoder (603) may perform coding operations in accordance with a predetermined video coding technique or standard, such as ITU-T Rec. H.265. In doing so, the video encoder (603) may perform various compression operations, including predictive coding operations that exploit temporal and spatial redundancy in the input video sequence. Thus, the coded video data may conform to a syntax specified by the video coding technique or standard being used.

[0078] In one embodiment, the transmitter (640) may transmit additional data along with the encoded video. The source coder (630) may include such data as part of the coded video sequence. The additional data may include temporal / spatial / SNR enhancement layers, other forms of redundant data such as redundant pictures and slices, SEI messages, VUI parameter set fragments, etc.

[0079] Video may be captured as multiple source pictures (video pictures) in a time sequence. Intra-picture prediction (often abbreviated as intra-prediction) exploits spatial correlation within a given picture, while inter-picture prediction exploits correlation (temporal or other) between pictures. In one example, a particular picture being encoded / decoded, called the current picture, may be divided into blocks. When a block in the current picture is similar to a reference block in a previously coded, still-buffered reference picture in the video, the block in the current picture can be coded by a vector called a motion vector. The motion vector points to a reference block within the reference picture and may have a third dimension that identifies the reference picture if multiple reference pictures are used.

[0080] In some embodiments, bi-prediction techniques can be used in inter-picture prediction. According to bi-prediction techniques, two reference pictures, such as a first reference picture and a second reference picture, are used, both of which precede the current picture in the video in decoding order (but may be past and future, respectively, in display order). A block in the current picture can be coded by a first motion vector that points to a first reference block in the first reference picture and a second motion vector that points to a second reference block in the second reference picture. A block can be jointly predicted by a combination of the first reference block and the second reference block.

[0081] Furthermore, merge mode techniques can be used to improve coding efficiency in inter-picture prediction.

[0082] According to some embodiments of the present disclosure, prediction, such as inter-picture prediction or intra-picture prediction, is performed on a block-by-block basis. For example, according to the HEVC standard, pictures in a sequence of video pictures are divided into coding tree units (CTUs) for compression, and the CTUs within a picture have the same size, such as 64x64 pixels, 32x32 pixels, or 16x16 pixels. Generally, a CTU includes three coding tree blocks (CTBs): one luma CTB and two chroma CTBs. Each CTU can be recursively quadtree-decomposed into one or more coding units (CUs). For example, a 64x64 pixel CTU can be divided into one CU of 64x64 pixels, four CUs of 32x32 pixels, or 16 CUs of 16x16 pixels. In one example, each CU is analyzed to determine the CU's prediction type, such as an inter-prediction type or an intra-prediction type. A CU is divided into one or more prediction units (PUs) according to temporal predictability and / or spatial predictability. Generally, each PU includes one luma prediction block (PB) and two chroma PBs. In one embodiment, prediction operations in coding (encoding / decoding) are performed in units of prediction blocks. Using a luma prediction block as an example of a prediction block, the prediction block includes a matrix of pixel values ​​(e.g., luma values), such as 8x8 pixels, 16x16 pixels, 8x16 pixels, 16x8 pixels, etc.

[0083] 7 shows a diagram of a video encoder (703) according to another embodiment of this disclosure. The video encoder (703) is configured to receive a processed block (e.g., a predictive block) of sample values ​​in a current video picture in a sequence of video pictures and encode the processed block into a coded picture that is part of a coded video sequence. In one example, the video encoder (703) is used in place of the video encoder (403) of the example of FIG. 4.

[0084] In an HEVC example, the video encoder (703) receives a matrix of sample values ​​for a processing block, such as a predictive block of 8x8 samples. The video encoder (703) determines whether the processing block is best coded using intra-mode, inter-mode, or bi-predictive mode, e.g., using rate-distortion optimization. If the processing block is coded in intra-mode, the video encoder (703) may encode the processing block into a coded picture using intra-prediction techniques; if the processing block is coded in inter-mode or bi-predictive mode, the video encoder (703) may encode the processing block into a coded picture using inter-prediction techniques or bi-prediction techniques, respectively. In certain video coding techniques, the merge mode may be an inter-picture prediction sub-mode in which a motion vector is derived from one or more motion vector predictors without the aid of any externally coded motion vector components of the predictors. In certain other video coding techniques, there may be motion vector components applicable to the current block. In one example, the video encoder (703) includes other components, such as a mode decision module (not shown), to determine the mode of the processing block.

[0085] In the example of Figure 7, the video encoder (703) includes an inter-encoder (730), an intra-encoder (722), a residual calculator (723), a switch (726), a residual encoder (724), a general controller (721), and an entropy encoder (725), coupled to each other as shown in Figure 7.

[0086] The inter-encoder (730) is configured to receive samples of a current block (e.g., a processing block), compare the block with one or more reference blocks in a reference picture (e.g., blocks in a previous picture and a subsequent picture), generate inter-prediction information (e.g., a description of redundancy information, motion vectors, merge mode information according to the inter-encoding technique), and calculate an inter-prediction result (e.g., a predicted block) based on the inter-prediction information using any suitable technique. In some examples, the reference picture is a decoding reference picture that is decoded based on the encoded video information.

[0087] The intra encoder (722) is configured to receive samples of a current block (e.g., a processing block), possibly compare the block with already coded blocks in the same picture, generate transformed quantized coefficients, and possibly also generate intra prediction information (e.g., intra prediction direction information according to one or more intra encoding techniques). In one example, the intra encoder (722) also calculates intra prediction results (e.g., predicted blocks) based on the intra prediction information and reference blocks in the same picture.

[0088] The general-purpose controller (721) is configured to determine general-purpose control data and control other components of the video encoder (703) based on the general-purpose control data. In one example, the general-purpose controller (721) determines the mode of the block and provides a control signal to the switch (726) based on the mode. For example, when the mode is intra mode, the general-purpose controller (721) controls the switch (726) to select intra-mode results for use by the residual calculator (723) and the entropy encoder (725) to select intra-prediction information to include in the bitstream. When the mode is inter mode, the general-purpose controller (721) controls the switch (726) to select inter-prediction results for use by the residual calculator (723) and the entropy encoder (725) to select inter-prediction information to include in the bitstream.

[0089] The residual calculator (723) is configured to calculate the difference (residual data) between the received block and a prediction result selected from the intra-encoder (722) or the inter-encoder (730). The residual encoder (724) is configured to encode the residual data to generate transform coefficients. In one example, the residual encoder (724) is configured to transform the residual data from the spatial domain to the frequency domain to generate transform coefficients. The transform coefficients then undergo a quantization process to obtain quantized transform coefficients. In various embodiments, the video encoder (703) also includes a residual decoder (728). The residual decoder (728) is configured to perform an inverse transform and generate decoded residual data. The decoded residual data can be used appropriately by the intra-encoder (722) and the inter-encoder (730). For example, the inter-encoder (730) can generate decoded blocks based on the decoded residual data and inter-prediction information, and the intra-encoder (722) can generate decoded blocks based on the decoded residual data and intra-prediction information. The decoded blocks are processed appropriately to generate decoded pictures, which in some examples can be buffered in a memory circuit (not shown) and used as reference pictures.

[0090] The entropy encoder (725) is configured to format a bitstream to include the encoded blocks. The entropy encoder (725) is configured to include various information in accordance with an appropriate standard, such as the HEVC standard. In one example, the entropy encoder (725) is configured to include in the bitstream general control data, selected prediction information (e.g., intra-prediction information or inter-prediction information), residual information, and other appropriate information. It should be noted that, in accordance with the disclosed subject matter, residual information is not present when coding a block in a merged sub-mode of either an inter mode or a bi-prediction mode.

[0091] 8 shows a diagram of a video decoder (810) according to another embodiment of the present disclosure. The video decoder (810) is configured to receive coded pictures that are part of a coded video sequence and decode the coded pictures to generate reconstructed pictures. In one example, the video decoder (810) is used in place of the video decoder (410) of the example of FIG. 4.

[0092] In the example of Figure 8, the video decoder (810) includes an entropy decoder (871), an inter-decoder (880), a residual decoder (873), a reconstruction module (874), and an intra-decoder (872), which are coupled together as shown in Figure 8.

[0093] The entropy decoder (871) can be configured to reconstruct, from a coded picture, specific symbols that represent syntax elements of which the coded picture is composed. Such symbols can include, for example, prediction information (e.g., intra-prediction information or inter-prediction information) that can identify the mode in which the block is coded (e.g., intra-mode, inter-mode, bi-prediction mode, inter-mode and bi-prediction mode of merged submode or other submode), specific samples or metadata used for prediction by the intra decoder (872) or inter decoder (880), respectively, residual information in the form of quantized transform coefficients, etc. In one example, if the prediction mode is an inter-mode or bi-prediction mode, the inter-prediction information is provided to the inter decoder (880), and if the prediction type is an intra-prediction type, the intra-prediction information is provided to the intra decoder (872). The residual information can undergo inverse quantization and be provided to the residual decoder (873).

[0094] The inter decoder (880) is configured to receive the inter prediction information and generate an inter prediction result based on the inter prediction information.

[0095] The intra decoder (872) is configured to receive intra prediction information and generate a prediction result based on the intra prediction information.

[0096] The residual decoder (873) is configured to perform inverse quantization to extract inverse quantized transform coefficients and process the inverse quantized transform coefficients to transform the residual from the frequency domain to the spatial domain. The residual decoder (873) may also require certain control information (to include quantizer parameters (QP)), which may be provided by the entropy decoder (871) (datapath not shown as this may be only a small amount of control information).

[0097] The reconstruction module (874) is configured to combine, in the spatial domain, the residual as output by the residual decoder (873) and the prediction result (possibly as output by an inter-prediction module or an intra-prediction module) to form a reconstructed block that may be part of a reconstructed picture that may be part of the reconstructed video. It should be noted that other appropriate operations, such as a deblocking operation, may be performed to improve visual quality.

[0098] It should be noted that the video encoders (403), (603), and (703) and the video decoders (410), (510), and (810) can be implemented using any suitable technology. In one embodiment, the video encoders (403), (603), and (703) and the video decoders (410), (510), and (810) can be implemented using one or more integrated circuits. In another embodiment, the video encoders (403), (603), and (603) and the video decoders (410), (510), and (810) can be implemented using one or more processors executing software instructions.

[0099] The present disclosure includes improvements to Most Probable Mode (MPM) list construction.

[0100] ITU-T VCEG (Q6 / 16) and ISO / IEC MPEG (JTC 1 / SC 29 / WG 11) published the H.265 / HEVC (High Efficiency Video Coding) standard in 2013 (Version 1), 2014 (Version 2), 2015 (Version 3), and 2016 (Version 4). In 2015, these two standardization organizations jointly formed the Joint Video Exploration Team (JVET) to explore the possibility of developing a next-generation video coding standard beyond HEVC. In April 2018, JVET officially launched the standardization process for next-generation video coding beyond HEVC. This new standard was named Versatile Video Coding (VVC), and JVET was renamed the Joint Video Experts Team. H.265 / VVC Version 1 was completed in July 2020. In January 2021, an ad hoc group was established to investigate enhanced compression beyond VVC capabilities.

[0101] To form the MPM list, in one example, a generic MPM list having 22 entries may initially be configured. The first six entries in the generic MPM list may be included in a primary MPM (PMPM) list, and the remaining entries may form a secondary MPM (SMPM) list. The first entry in the generic MPM list may be a planar mode. The remaining entries in the generic MPM list may include (i) intra modes of the left (L), top (A), bottom-left (BL), top-right (AR), and top-left (AL) neighboring blocks, (ii) directional modes with an offset from the first two available directional modes of the neighboring blocks, and (iii) a default mode. The locations of the L, A, BL, AR, and AL neighboring blocks may be shown in FIG. 9.

[0102] If the height of a CU block (e.g., (902) in FIG. 9) is greater than or equal to the width of the CU block, the order of neighboring blocks may be A, L, BL, AR, and AL; otherwise, the order of neighboring blocks may be L, A, BL, AR, and AL. The order of MPM entries may be important because the index of an entry may be coded in a truncated binary. Later truncated binaries may require more bits to code.

[0103] If the neighboring blocks AL, A, and AR are in a coding tree unit (CTU) different from the CTU of the current CU (e.g., (902)), the neighboring blocks AL, A, and AR can be considered unavailable due to line buffer limitations. Therefore, the intra modes of the unavailable neighboring CUs may not be inserted into the MPM list.

[0104] Propagation intra modes can also be applied to MPM list construction. For example, in VVC, if a neighboring CU is an inter-coded CU, the intra mode of the neighboring CU can be considered as a planar mode and inserted into the MPM list.

[0105] The intra-mode of an intra-coded CU may be stored in memory in 4x4 pixel sample units. For an intra-coded CU to which decoder-side intra-mode derivation (DIMD) is applied, a decoder-side derived intra-mode based on DIMD with the highest occurrence in a histogram of gradients (HoG) may be stored in memory. For an intra-coded CU to which template-based intra-mode derivation (TIMD) is applied, a decoder-side derived intra-mode with the lowest sum of absolute transform differences (SATD) cost may be stored. For an intra-coded CU to which block-based delta pulse code modulation (BDPCM) is applied, a signaled BDPCM direction may be stored. For an intra-coded CU to which matrix-based intra-prediction (MIP) or template matching prediction (TMP) is applied, a planar mode may be stored. For other intra-coded CUs, an intra-mode derived from an MPM list or a non-MPM list may be stored.

[0106] To improve the accuracy of the MPM list, when a neighboring block is inter-coded, a propagation intra-prediction mode can be derived using a motion vector and a reference picture. For an inter-coded CU, the intra-mode can be propagated from the referenced area to the inter-coded CU.

[0107] In some embodiments, such as ECM2.0, the generic MPM list may include one or more of the entries (or intra-modes). The order of the generic MPM list may be indicated based on the sequence of conditions as follows: The order of the conditions indicates the order in which entries are added to the generic MPM list. If a condition is not met, the intra-mode associated with that condition may not be inserted into the generic MPM list. A pruning check may be performed to remove redundancies before inserting each entry. 1. Planar 2. If the height of the current CU is greater than or equal to the width, A exists, and A is intra, then A. L if the height of the current CU is less than the width, L exists, and L is intra. 3. If the height of the current CU is greater than or equal to the width, L exists, L is intra, and L is in the same CTU, then L. If the height of the current CU is less than the width, A exists, A is intra, and A is in the same CTU, then A. 4. If the height of the current CU is greater than or equal to the width, A exists, and A is inter, then the propagation intra mode for A. If the height of the current CU is less than the width, L exists, and L is inter, then the propagation intra mode for L. 5. If the height of the current CU is greater than or equal to the width, L exists, and L is inter, then propagate intra mode for L. If the height of the current CU is less than the width, A exists, and A is inter, then propagate intra mode for A. 6. BL, if present and BL is intra. 7. AR,if AR exists and AR is intra and AR is in the same CTU. 8. AL, if present, AL is intra and AL is within the same CTU. 9. If BL exists and BL is inter, the propagation intra mode of BL. 10. If AR exists and AR is inter, the propagation intra mode of AR. 11. If an AL exists and the AL is inter, the propagation intra mode of the AL.

[0108] One or more further conditions may be provided in the sequence of conditions. However, one or more of the conditions for generating an entry in the MPM list may be incorrect. For example, the condition for CTU boundary check may be incorrect. If A is in a CTU different from the current block, A should be considered unavailable. However, in some cases, A may be considered available and inserted into the MPM list. In addition, the intra modes of available neighboring blocks may not be fully utilized because some of the neighboring blocks are unavailable. Therefore, coding efficiency is reduced.

[0109] In some embodiments of the present disclosure, the CTU boundaries of a particular neighboring CU may always be checked. The CTU boundary check may be useful, for example, to reduce line buffer pressure. In one embodiment, the CTU boundaries of upper-neighboring (or neighboring) CUs (e.g., above (A), above-left (AL), and / or above-right (AR)) may be checked regardless of whether those upper-neighboring CUs are intra-coded or inter-coded. The CTU boundary check may verify whether the neighboring CU is in a CTU different from the current CTU (e.g., the CTU of the current block). If the upper-neighboring CU is in a CTU different from the current CU, the intra mode or propagated intra mode of the upper-neighboring CU may not be inserted into the MPM list.

[0110] The order in which intra-modes are added to the generic MPM list may be based on a sequence of conditions. In one embodiment, an exemplary order in which intra-modes of neighboring CUs are added to the generic MPM list of a current block may be shown as follows: The neighboring CUs may be shown, for example, in FIG. 9. The neighboring CUs may include an top (A) block adjacent to the top edge of the current (e.g., (902)), an top-left (AL) block adjacent to the top-left corner of the current block, an top-right (AR) block adjacent to the top-right corner of the current block, a left (L) block adjacent to the left edge of the current block, and a bottom-left (BL) block adjacent to the bottom-left corner of the current block. 1. Planar 2. If the height of the current CU is greater than or equal to the width, A exists, A is intra, and A is in the same CTU, then A. If the height of the current CU is less than the width, L exists, and L is intra, then L. 3. If the height of the current CU is greater than or equal to the width, and L exists, and L is intra, then L. If the height of the current CU is less than its width, and A exists, and A is intra, and A is within the same CTU, then A. 4. If the height of the current CU is greater than or equal to the width, A exists, A is inter, and A is in the same CTU, then the propagation intra mode of A. If the height of the current CU is less than the width, L exists, and L is inter, then the propagation intra mode of L. 5. If the height of the current CU is greater than or equal to the width, L exists, and L is inter, then the propagation intra mode of L. If the height of the current CU is less than the width, A exists, A is inter, and A is within the same CTU, then the propagation intra mode of A. 6. BL, if present and BL is intra. 7. AR,if AR exists and AR is intra and AR is in the same CTU. 8. AL, if present, AL is intra and AL is within the same CTU. 9. If BL exists and BL is inter, the propagation intra mode of BL. 10. If AR exists, AR is inter, and AR is in the same CTU, the propagation intra mode of AR. 11. If an AL is present, the AL is inter and the AL is in the same CTU, the propagation intra mode of the AL.

[0111] As shown in the above order, the intra modes of neighboring CUs may be added to the generic MPM list of the current CU sequentially based on the sequence of conditions. The above sequence of conditions shows an example relative order of the conditions to other conditions in the sequence. In other embodiments, one or more additional conditions may be provided in the sequence.

[0112] If a condition is not met, the intra-mode (or propagated intra-mode) associated with that condition may not be inserted into the generic MPM list. A pruning check may be performed to remove redundancy before inserting the intra-mode of a neighboring CU. In addition, a CTU bounds check may also be required in a sequence of conditions. If the upper neighboring CU (e.g., A, AR, and / or AL) and the current CU are not in the same CTU, the intra-mode or propagated intra-mode of the upper neighboring CU may not be inserted into the MPM list. Note that in certain embodiments, a CTU bounds check may not be required for left neighboring CUs (e.g., L or BL).

[0113] According to the sequence of conditions, when a neighboring CU is inter-coded, the propagation intra mode of the neighboring CU may be added to the general MPM list. The propagation intra mode may be obtained based on the intra modes of neighboring CUs among the neighboring CUs.

[0114] Further referring to the order, according to the sequence of conditions, the planar mode may be added first to the generic MPM list. Furthermore, the second condition of the sequence of conditions may be verified. If the second condition is met, the intra mode associated with the second condition may be added to the generic MPM list of the current block. For example, if the height of the current block is greater than or equal to the width of the current block, an upper neighboring block is available, the upper neighboring block is intra-coded, and the upper block is within the same CTU as the current CU, the intra mode of the upper neighboring block may be added to the generic MPM list. If the height of the current block is less than the width of the current block, a left neighboring block exists, and the left neighboring block is intra-coded, the intra mode of the left neighboring block may be added to the generic MPM list.

[0115] If the second condition is not met, the intra mode associated with the second condition may not be added to the MPM list. Then, the third condition may be verified. If the third condition is met, the intra mode associated with the third condition may be added to the generic MPM list.

[0116] In one embodiment, the order of MPM list entries can be changed so that when a neighboring CU is not intra-coded, a propagated intra mode of a neighboring CU can be added to the MPM list to achieve better coding efficiency. The change in MPM list entry order can be applied to any MPM list. For example, the change in MPM list entry order can be applied to any MPM list as long as a propagated intra mode is inserted immediately after an intra mode of the same CU (or the sequence of adding a propagated intra mode follows the sequence of adding an intra mode of the same CU).

[0117] An exemplary change in MPM list entry order can be shown below. 1. Planar 2. If the height of the current CU is greater than or equal to the width, A exists, A is intra, and A is in the same CTU, then A. If the height of the current CU is less than the width, L exists, and L is intra, then L. 3. If the height of the current CU is greater than or equal to the width, A exists, A is inter, and A is in the same CTU, then the propagation intra mode of A. If the height of the current CU is less than the width, L exists, and L is inter, then the propagation intra mode of L. 4. If the height of the current CU is greater than or equal to the width, L exists, and L is intra, then select L. If the height of the current CU is less than the width, A exists, A is intra, and A is within the same CTU, then select A. 5. If the height of the current CU is greater than or equal to the width, L exists, and L is inter, then the propagation intra mode of L. If the height of the current CU is less than the width, A exists, A is inter, and A is within the same CTU, then the propagation intra mode of A. 6. BL, if present and BL is intra. 7. If BL exists and BL is inter, the propagation intra mode of BL. 8. AR,if AR exists and AR is intra and AR is in the same CTU. 9. Propagation intra mode of AR if AR exists and AR is inter and AR is in the same CTU. 10. AL, if present, AL is intra and AL is within the same CTU. 11. If an AL is present, the AL is inter and the AL is in the same CTU, the propagation intra mode of the AL.

[0118] As shown in the MPM list entry order, the order in which the propagated intra modes of neighboring blocks of the current block are added may follow the order in which the intra modes of the neighboring blocks are added to the MPM list. If the intra mode of a neighboring block is not available but the propagated intra mode of a neighboring block is available, the propagated intra mode of the neighboring block may be subsequently added to the MPM list. For example, according to the second condition of the MPM list entry order, if the height of the current block is greater than or equal to the width of the current block, an upper neighboring block (e.g., A) exists, the upper neighboring block and the current CU are in the same CTU, and the upper neighboring block is intra-coded, the intra mode of the upper neighboring block (e.g., A) may be added to the MPM list. If the second condition is not met, the intra mode of the upper neighboring block may not be added to the MPM list. The third condition may be verified. If the third condition is met, the propagated intra mode of the upper neighboring block may be added to the MPM list.

[0119] The universal intra-mode map can be used to store intra-modes on a sample-by-sample basis. For example, any intra-mode can be stored, including signaled intra-modes, decoder-derived intra-modes, default intra-modes, and / or propagated intra-modes. The sample unit can be implicitly predefined or explicitly signaled. For example, the encoder and decoder can implicitly predefine 4x4 pixels as the unit or explicitly signal 2x2 or 8x8 in the bitstream. Note that the universal intra-mode map can span CUs or CTUs. Furthermore, not only can an intra-CU or an inter-CU store an intra-mode, but other CUs, and possibly all CUs, can store an intra-mode.

[0120] An example of a partial universal intra-mode map is shown in Figures 10A and 10B.

[0121] In one embodiment, the universal intra-mode map may be initially empty. Additionally, the universal intra-mode map may store or otherwise contain signaled intra-modes, decoder-derived intra-modes, and / or propagated intra-modes obtained during the decoding process.

[0122] In another embodiment, a default intra mode can be used to initially initialize the universal intra mode map. Furthermore, the default intra mode can be replaced by a signaled intra mode, a decoder-derived intra mode, or a propagated intra mode obtained during the decoding process. For example, as shown in FIG. 10A, the default intra mode 0 (or Planar) can be stored in all units of the universal intra mode map (1002), where each unit can represent a 4x4 sample unit. Later, the default intra mode 0 can be replaced by another intra mode. For example, the other intra mode can be a signaled intra mode, a decoder-derived intra mode, or a propagated intra mode.

[0123] In yet another embodiment, the universal intra-mode map may be initially empty. Furthermore, some of the empty (or blank) units of the universal intra-mode map may store signaled intra-modes, decoder-derived intra-modes, and / or propagated intra-modes acquired during the decoding process. After a CU is decoded, the remaining blank units may be filled with a default intra-mode, such as intra-mode 0 (or Planar).

[0124] 10B, the universal intra-mode map (1004) may be initially empty, and some of the empty units may be filled with intra-mode during the decoding process. After a CU is decoded, the blank units (e.g., (1006) and (1008)) may be filled with a default intra-mode, such as intra-mode 0 (or Planar).

[0125] In the present disclosure, when the intra-mode of a spatially neighboring CU is applied to an MPM list configuration, the intra-mode of the spatially neighboring CU may be determined based on a universal intra-mode map.

[0126] 11A, a current CU (1106) may have a neighboring CU (1102). The neighboring CU (1102) may include a corresponding position (1104). The corresponding position (1104) may be any position within the neighboring CU (1102). In a related example, if the neighboring CU (1102) is intra-coded based on intra-mode 50, intra-mode 50 may be added to the MPM list of the current CU (1106).

[0127] In the universal intra-mode map, different intra modes can be added to the MPM list. As shown in FIG. 11B, a current CU (1108) can have a neighboring CU (1112). The neighboring CU (1112) can include a corresponding location (1110). Furthermore, a universal intra-mode map (1114) can be used to indicate the intra-mode associated with the neighboring CU (1112). The universal intra-mode map (1114) can include multiple units (or regions). Each unit (or region) can correspond to a respective intra-mode. According to the universal intra-mode map (1114), the corresponding location (1110) can be included in a unit (1116) of the universal intra-mode map (1114) corresponding to intra-mode 18. Thus, intra-mode 18 can be added to the MPM list instead of intra-mode 50.

[0128] If the corresponding location is outside the boundary of the universal intra-mode map, the intra-mode of the neighboring CU may be considered unavailable.

[0129] An exemplary order for adding the intra modes of neighboring CUs to the universal MPM list of the current block can be shown as follows, where the intra modes of neighboring CUs can be determined based on the universal intra mode map: 1. Planar 2. If the height of the current CU is greater than or equal to the width and A exists, the intra mode corresponds to A in the universal map. If the height of the current CU is less than the width and L exists, the intra mode corresponds to L in the universal map. 3. If the height of the current CU is greater than or equal to the width and L exists, the intra mode corresponds to L in the universal map. If the height of the current CU is less than the width and A exists, the intra mode corresponds to A in the universal map. 4. If BL exists, the intra mode corresponding to the BL in the universal map. 5. Intra mode with AR support in Universal Maps, if AR is present. 6. If an AL exists, the intra mode corresponds to the AL in the universal map.

[0130] The sequence of conditions above shows an example relative order of the conditions with respect to other conditions in the sequence. In other embodiments, one or more additional conditions may be provided in the sequence. As shown in this order, the corresponding (or corresponding) intra modes of the top neighboring block (e.g., A), the left neighboring block (e.g., L), the bottom-left neighboring block (e.g., BL), the top-right neighboring block (e.g., AR), and the top-left neighboring block (e.g., AL) may be added to the MPM list according to the sequence of conditions. The corresponding intra modes may be obtained from a universal intra-mode map.

[0131] By using the universal intra mode map, checking the prediction mode (e.g., intra-prediction or inter-prediction) of neighboring blocks is no longer necessary. For example, regardless of whether the neighboring blocks are intra-coded or inter-coded, the corresponding intra modes of the neighboring blocks can be obtained from the universal intra mode map.

[0132] Figure 12 shows a flowchart illustrating a first exemplary decoding process (1200) according to some embodiments of the present disclosure. Figure 13 shows a flowchart illustrating a second exemplary decoding process (1300) according to some embodiments of the present disclosure. 14 shows a flowchart illustrating a first exemplary encoding process (1400) according to some embodiments of the present disclosure. FIG. 15 shows a flowchart illustrating a second exemplary encoding process (1500) according to some embodiments of the present disclosure. The proposed processes may be used separately or combined in any order. Furthermore, each of the processes (or embodiments), the encoder, and the decoder, may be implemented by processing circuitry (e.g., one or more processors, or one or more integrated circuits). In one example, the one or more processors execute a program stored on a non-transitory computer-readable medium.

[0133] In embodiments, any of the operations of the processes (e.g., 1200, 1300, 1400, and 1500) may be combined or arranged in any quantity or order as desired. In embodiments, two or more of the operations of the processes (e.g., 1200, 1300, 1400, and 1500) may be performed in parallel.

[0134] The processes (e.g., (1200), (1300), (1400), and (1500)) can be used in reconstructing and / or encoding a block to generate a prediction block for the block being reconstructed. In various embodiments, the processes (e.g., (1200), (1300), (1400), and (1500)) are performed by processing circuits such as the processing circuits of the terminal devices (310), (320), (330), and (340), the processing circuits performing the functions of the video encoder (403), the processing circuits performing the functions of the video decoder (410), the processing circuits performing the functions of the video decoder (510), the processing circuits performing the functions of the video encoder (603), etc. In some embodiments, the processes (e.g., 1200, 1300, 1400, and 1500) are implemented with software instructions, such that when the processing circuitry executes the software instructions, the processing circuitry performs the processes (e.g., 1200, 1300, 1400, and 1500).

[0135] As shown in Figure 12, the process (1200) can start from (S1201) and proceed to (S1210). At (S1210), coded information of a current block and neighboring blocks of the current block can be received from a coded video bitstream. The neighboring blocks can include a first block and a second block. Each of the first blocks can be adjacent to one of the top edge, the upper left corner, and the upper right corner of the current block, and each of the second blocks can be adjacent to one of the left edge and the lower left corner of the current block.

[0136] At (S1220), it may be determined whether one or more of the first blocks of the neighboring blocks and the current block are within the same coding tree unit (CTU).

[0137] At (S1230), based on one or more of the first blocks of the neighboring blocks and the current block being within the same CTU, respective intra-modes associated with each of the one or more of the first blocks may be added to a most probable mode (MPM) list of the current block based on a sequence of conditions, wherein the sequence of conditions may correspond to an order in which the respective intra-modes are determined to be added to the MPM list.

[0138] At (S1240), the respective intra modes associated with each second block of the neighboring blocks may be added to the MPM list based on the sequence of conditions.

[0139] At (S1250), the current block can be reconstructed based on the MPM list.

[0140] In some embodiments, based on the height of the current block being greater than or equal to the width of the current block, the intra mode of one or more above blocks of the first blocks may be added to the MPM list according to a second condition in the sequence of conditions. The above block may be adjacent to a top edge of the current block. The second condition may include the above block being intra-coded. The propagated intra mode of one or more above blocks of the first blocks may be added to the MPM list according to a fourth condition in the sequence of conditions. The fourth condition may include the above block being inter-coded. The propagated intra mode of the above block may be obtained based on neighboring blocks of the above block.

[0141] In some embodiments, the propagated intra mode of one or more upper right blocks of the first blocks may be added to the MPM list according to a tenth condition in the sequence of conditions. The upper right block may be adjacent to an upper right corner of the current block. The tenth condition may include that the upper right block is inter-coded. The propagated intra mode of the upper right block may be obtained based on neighboring blocks of the upper right block. The propagated intra mode of one or more upper left blocks of the first blocks may be added to the MPM list according to an eleventh condition in the sequence of conditions. The upper left block may be adjacent to an upper left corner of the current block. The eleventh condition may include that the upper left block is inter-coded. The propagated intra mode of the upper left block may be obtained based on neighboring blocks of the upper left block.

[0142] In some embodiments, based on the height of the current block being equal to or greater than the width of the current block, the intra-mode of the left block of the second block may be added to the MPM list according to a third condition in the sequence of conditions: The left block may be adjacent to the left edge of the current block; The third condition may include that the left block of the second block is intra-coded.

[0143] In some embodiments, in response to the height of the current block being smaller than the width of the current block, the propagated intra mode of one or more of the above blocks of the first blocks may be added to the MPM list according to a fifth condition in the sequence of conditions. The fifth condition may include that the above block is inter-coded. The propagated intra mode of the above block may be obtained based on neighboring blocks of the above block.

[0144] In some embodiments, a condition in the sequence of conditions for which a propagating intra mode of one of the neighboring blocks is added to the MPM list may follow a condition in the sequence of conditions for which the intra mode of that one of the neighboring blocks is added to the MPM list.

[0145] In some embodiments, in response to the height of the current block being greater than or equal to the width of the current block, the intra mode of one or more above blocks of the first blocks may be added to the MPM list according to a second condition in the sequence of conditions. The second condition may include the above block being intra-coded. The propagated intra mode of one or more above blocks of the first blocks may be added to the MPM list according to a third condition in the sequence of conditions. The third condition may include the above block being inter-coded. The propagated intra mode of the above block may be obtained based on neighboring blocks of the above block.

[0146] In some embodiments, the intra mode of one or more top-right blocks of the first blocks may be added to the MPM list according to an eighth condition in the sequence of conditions, where the eighth condition may include that the top-right block is intra-coded. The propagated intra mode of one or more top-right blocks of the first blocks may be added to the MPM list according to a ninth condition in the sequence of conditions, where the ninth condition may include that the top-right block is inter-coded. The propagated intra mode of the top-right block may be obtained based on neighboring blocks of the top-right block. The intra mode of one or more top-left blocks of the first blocks may be added to the MPM list according to a tenth condition in the sequence of conditions, where the tenth condition may include that the top-left block is intra-coded. The propagated intra mode of one or more top-left blocks of the first blocks may be added to the MPM list according to an eleventh condition in the sequence of conditions, where the eleventh condition may include that the top-left block is inter-coded. The propagated intra mode of the top-left block may be obtained based on neighboring blocks of the top-left block.

[0147] In some embodiments, in response to the height of the current block being greater than or equal to the width of the current block, an intra mode of a left block of the second block may be added to the MPM list according to a fourth condition in the sequence of conditions, where the fourth condition may include that the left block of the second block is intra-coded. A propagated intra mode of the left block of the second block may be added to the MPM list according to a fifth condition in the sequence of conditions, where the fifth condition may include that the left block of the second block is inter-coded. The propagated intra mode of the left block may be obtained based on neighboring blocks of the left block.

[0148] In some embodiments, the intra mode of the bottom-left block of the second block may be added to the MPM list according to a sixth condition in the sequence of conditions, where the sixth condition may include that the bottom-left block of the second block is intra-coded. The bottom-left block may be adjacent to the bottom-left corner of the current block. The propagated intra mode of the bottom-left block of the second block may be added to the MPM list according to a seventh condition in the sequence of conditions, where the seventh condition may include that the bottom-left block of the second block is inter-coded. The propagated intra mode of the bottom-left block may be obtained based on neighboring blocks of the bottom-left block.

[0149] As shown in Figure 13, the process (1300) can start from (S1301) and proceed to (S1310). At (S1310), coded information of a current block and neighboring blocks of the current block can be received from a coded video bitstream. The neighboring blocks can include a first block and a second block. Each of the first blocks can be adjacent to one of the top edge, upper left corner, and upper right corner of the current block, and each of the second blocks can be adjacent to one of the left edge and lower left corner of the current block.

[0150] At (S1320), the respective corresponding positions in each of the neighboring blocks can be determined.

[0151] At (S1330), corresponding intra-modes of the neighboring blocks can be determined based on the corresponding positions and a universal intra-mode map. The universal intra-mode map can include a plurality of units, and each of the corresponding positions can be associated with a respective unit of the universal intra-mode map and can correspond to a respective corresponding intra-mode associated with the respective unit.

[0152] At (S1340), a Most Probable Mode (MPM) list may be generated for the current block based on the corresponding intra-modes of neighboring blocks and a sequence of conditions, which may indicate the order in which each intra-mode is determined to be added to the MPM list.

[0153] At (S1350), the current block can be reconstructed based on the MPM list.

[0154] In some embodiments, in response to the height of the current block being greater than or equal to the width of the current block, a corresponding intra mode of a block above the first block may be added to the MPM list according to a second condition in the sequence of conditions, where the second condition may include the presence of an above block. The above block may be adjacent to a top edge of the current block. A corresponding intra mode of a block to the left of the second block may be added to the MPM list according to a third condition in the sequence of conditions, where the third condition may include the presence of a left block. The left block may be adjacent to a left edge of the current block.

[0155] In some embodiments, in response to the height of the current block being less than the width of the current block, a corresponding intra mode of a left block of the second block can be added to the MPM list according to a second condition in the sequence of conditions, where the second condition can include the left block being present, and a corresponding intra mode of a above block of the first block can be added to the MPM list according to a third condition in the sequence of conditions, where the third condition can indicate the above block being present.

[0156] In some embodiments, the corresponding intra mode of the bottom-left block of the second block may be added to the MPM list according to a sixth condition in the sequence of conditions, where the sixth condition may include the bottom-left block being present. The bottom-left block may be adjacent to the bottom-left corner of the current block. The corresponding intra mode of the top-right block of the first block may be added to the MPM list according to a seventh condition in the sequence of conditions, where the seventh condition may include the top-right block being present. The top-right block may be adjacent to the top-right corner of the current block. The corresponding intra mode of the top-left block of the first block may be added to the MPM list according to an eighth condition in the sequence of conditions, where the eighth condition may include the top-left block being present. The top-left block may be adjacent to the top-left corner of the current block.

[0157] In one embodiment, each of the multiple units of the universal intramode map can be initialized with a default intramode, and one or more of the default intramodes in the universal intramode map can be further replaced with a corresponding intramode.

[0158] In another embodiment, one or more of the multiple units of the universal intramode map can be filled with a corresponding intramode, and the remaining units of the multiple units of the universal intramode map can be further filled with a default intramode.

[0159] As shown in Figure 14, the process (1400) may start at (S1401) and proceed to (S1410). At (S1410), it may be determined whether one or more of the first blocks and the current block are in the same coding tree unit (CTU). Each of the first blocks may be adjacent to one of the top edge, the upper left corner, and the upper right corner of the current block.

[0160] At (S1420), based on one or more of the first blocks and the current block being within the same CTU, respective intra-modes associated with each of the one or more of the first blocks may be added to a most probable mode (MPM) list of the current block based on a sequence of conditions, which may correspond to an order in which the respective intra-modes are determined to be added to the MPM list.

[0161] At (S1430), each intra mode associated with each of the second blocks may be added to the MPM list based on a sequence of conditions, and each of the second blocks may be adjacent to one of the left edge and the bottom left corner of the current block.

[0162] At (S1440), coded information including the MPM list of the current block can be generated.

[0163] As shown in Figure 15, the process 1500 can start from 1501 and proceed to 1510. At 1510, the corresponding positions in each of the neighboring blocks of the current block can be determined.

[0164] At (S1520), corresponding intra-modes of neighboring blocks can be determined based on the corresponding positions and a universal intra-mode map. The universal intra-mode map can include multiple units. Each of the corresponding positions can be associated with a respective unit of the universal intra-mode map and can correspond to a respective corresponding intra-mode associated with the respective unit.

[0165] At (S1530), the corresponding intra modes of the neighboring blocks may be added to the MPM list of the current block based on the sequence of conditions. The sequence of conditions may indicate the order in which the corresponding intra modes are determined to be added to the MPM list.

[0166] At (S1540), coded information including the MPM list of the current block can be generated.

[0167] The techniques described above can be implemented as computer software using computer-readable instructions and physically stored on one or more computer-readable media. For example, Figure 16 illustrates a computer system (1600) suitable for implementing certain embodiments of the disclosed subject matter.

[0168] Computer software can be coded using any suitable machine or computer language that can be subject to assembly, compilation, linking, or similar mechanisms to produce code including instructions that can be executed directly or via interpretation, microcode execution, or the like by one or more computer central processing units (CPUs), graphics processing units (GPUs), or the like.

[0169] The instructions may be executed on various types of computers or components thereof, including, for example, personal computers, tablet computers, servers, smartphones, gaming devices, Internet of Things devices, and the like.

[0170] 16 for computer system (1600) are exemplary in nature and are not intended to suggest any limitation as to the scope of use or functionality of the computer software implementing embodiments of the present disclosure. The arrangement of components should not be construed as having any dependency or requirement regarding any one or combination of components illustrated in the exemplary embodiment of computer system (1600).

[0171] The computer system (1600) may include certain human interface input devices. Such human interface input devices may respond to input by one or more human users through, for example, tactile input (e.g., keystrokes, swipes, data glove movements), audio input (e.g., voice, clapping), visual input (e.g., gestures), or olfactory input (not shown). The human interface devices may also be used to capture certain media not necessarily directly associated with conscious human input, such as audio (e.g., voice, music, ambient sounds), images (e.g., scanned images, photographic images obtained from a still image camera), and video (e.g., two-dimensional video, three-dimensional video including stereoscopic video).

[0172] The input human interface devices may include one or more (only one of each is shown) of a keyboard (1601), a mouse (1602), a trackpad (1603), a touchscreen (1610), a data glove (not shown), a joystick (1605), a microphone (1606), a scanner (1607), and a camera (1608).

[0173] The computer system (1600) may also include certain human interface output devices. Such human interface output devices may stimulate one or more of the human user's senses, for example, through tactile output, sound, light, and smell / taste. Such human interface output devices may include haptic output devices (e.g., haptic feedback via a touchscreen (1610), data gloves (not shown), or joystick (1605), although some haptic feedback devices may not function as input devices), audio output devices (such as speakers (1609), headphones (not shown)), visual output devices (such as screens (1610), including CRT screens, LCD screens, plasma screens, and OLED screens, each with or without touchscreen input capability, each with or without haptic feedback capability, some capable of outputting two-dimensional visual output or output in more than three dimensions by means of stereographic output, virtual reality glasses (not shown), holographic displays, and smoke tanks (not shown)), and printers (not shown).

[0174] The computer system (1600) may also include human-accessible storage devices and associated media, such as optical media including CD / DVD ROM / RW (1620) with media such as CD / DVD (1621), thumb drives (1622), removable hard drives or solid state drives (1623), legacy magnetic media such as tape and floppy disks (not shown), and dedicated ROM / ASIC / PLD-based devices such as security dongles (not shown).

[0175] Those skilled in the art will also understand that the term "computer-readable medium" as used in connection with the subject matter of this disclosure does not include transmission media, carrier waves, or other transitory signals.

[0176] The computer system (1600) may also include an interface (1654) to one or more communication networks (1655). The networks may be, for example, wireless, wired, or optical. The networks may further be local, wide-area, metropolitan, vehicular, industrial, real-time, delay-tolerant, etc. Examples of networks include local area networks such as Ethernet and wireless LAN; cellular networks including GSM, 3G, 4G, 5G, LTE, etc.; television wired or wireless wide-area digital networks including cable television, satellite television, and terrestrial broadcast television; vehicular and industrial networks including CAN Bus; and the like. Certain networks typically require an external network interface adapter attached to a particular general-purpose data port (e.g., a USB port on the computer system (1600)) or peripheral bus (1649); other networks are typically integrated into the core of the computer system (1600) by attaching to a system bus as described below (e.g., an Ethernet interface to a PC computer system or a cellular network interface to a smartphone computer system). Using any of these networks, computer system 1600 can communicate with other entities. Such communication can be unidirectional, receive only (e.g., television broadcast), unidirectional transmit only (e.g., CANbus to a specific CANbus device), or bidirectional, for example, to other computer systems using local or wide-area digital networks. As discussed above, specific protocols and protocol stacks can be used with each of these networks and network interfaces.

[0177] The aforementioned human interface devices, human-accessible storage devices, and network interfaces may be attached to the core (1640) of the computer system (1600).

[0178] The core (1640) may include one or more central processing units (CPUs) (1641), graphics processing units (GPUs) (1642), dedicated programmable processing units in the form of field programmable gate arrays (FPGAs) (1643), hardware accelerators for specific tasks (1644), graphics adapters (1650), etc. These devices, along with read-only memory (ROM) (1645), random access memory (1646), and internal mass storage (1647) such as a non-user-accessible internal hard drive or SSD, may be connected via a system bus (1648). In some computer systems, the system bus (1648) may be accessible in the form of one or more physical plugs to allow expansion with additional CPUs, GPUs, etc. Peripheral devices may be attached directly to the core's system bus (1648) or via a peripheral bus (1649). In one example, a screen (1610) may be connected to the graphics adapter (1650). Peripheral bus architectures include PCI, USB, and the like.

[0179] The CPU (1641), GPU (1642), FPGA (1643), and accelerator (1644) can combine to execute specific instructions that may constitute the aforementioned computer code. That computer code may be stored in ROM (1645) or RAM (1646). Persistent data may be stored, for example, in internal mass storage (1647), while transient data may also be stored in RAM (1646). Rapid storage and retrieval from any memory device may be enabled through the use of cache memory, which may be closely associated with one or more of the CPU (1641), GPU (1642), mass storage (1647), ROM (1645), RAM (1646), etc.

[0180] The computer-readable medium may bear computer code for performing various computer-implemented operations. The medium and computer code may be those specially designed and constructed for the purposes of the present disclosure, or they may be of the kind well known and available to those skilled in the computer software arts.

[0181] As a non-limiting example, a computer system (1600) having an architecture, and specifically a core (1640), can provide functionality as a result of a processor (including a CPU, GPU, FPGA, accelerator, etc.) executing software embodied in one or more tangible computer-readable media. Such computer-readable media can be the user-accessible mass storage described above, as well as media associated with specific storage of the core (1640) that is non-transitory in nature, such as the core's internal mass storage (1647) or ROM (1645). Software implementing various embodiments of the present disclosure can be stored on such devices and executed by the core (1640). The computer-readable media can include one or more memory devices or chips, depending on particular needs. The software can cause the core (1640), and specifically the processor (including a CPU, GPU, FPGA, etc.) therein, to perform specific processes or specific portions of specific processes described herein, including defining data structures stored in RAM (1646) and modifying such data structures according to the software-defined processes. Additionally or alternatively, a computer system may provide functionality as a result of hardwired or otherwise embodied logic in circuitry (e.g., accelerator (1644)), where logic may operate in place of or in conjunction with software to perform particular processes or portions of particular processes described herein. References to software may encompass logic, where appropriate, and vice versa. References to computer-readable media may encompass circuitry (such as an integrated circuit (IC)) that stores software for execution, circuitry that embodies logic for execution, or both, where appropriate. The present disclosure encompasses any suitable combination of hardware and software. Appendix A: Acronyms JEM: Joint exploration model VVC: versatile video coding BMS: benchmark set MV: Motion Vector HEVC: High Efficiency Video Coding SEI: Supplementary Enhancement Information VUI: Video Usability Information GOP: Group of Picture TU: Transform Unit PU: Prediction Unit CTU: Coding Tree Unit CTB: Coding Tree Block PB: Prediction Block HRD: Hypothetical Reference Decoder SNR: Signal Noise Ratio CPU: Central Processing Unit GPU: Graphics Processing Unit CRT: Cathode Ray Tube LCD: Liquid-Crystal Display OLED: Organic Light-Emitting Diode CD: Compact Disc DVD: Digital Video Disc ROM: Read-Only Memory RAM: Random Access Memory ASIC: Application-Specific Integrated Circuit PLD: Programmable Logic Device LAN: Local Area Network GSM: Global System for Mobile communications LTE: Long-Term Evolution CANBus: Controller Area Network Bus USB: Universal Serial Bus PCI: Peripheral Component Interconnect FPGA: Field Programmable Gate Areas SSD: Solid-state drive IC: Integrated Circuit CU: Coding Unit

[0182] While this disclosure describes several exemplary embodiments, alterations, substitutions, and various substitute equivalents exist and fall within the scope of this disclosure. It will thus be appreciated that those skilled in the art will be able to devise numerous systems and methods that, although not explicitly shown or described herein, embody the principles of the present disclosure and are therefore within the spirit and scope of the present disclosure. [Explanation of symbols]

[0183] 101 Samples 102 Arrow 103 Arrow 104 Square Blocks 300 Communication Systems 310 Terminal Devices 320 terminal devices 330 Terminal Devices 340 Terminal Devices 350 Communication Network 400 Communication Systems 401 Video Source 402 Video Picture Stream 403 Video Encoder 404 Encoded Video Data, Encoded Video Bitstream 405 Streaming Server 406 Client Subsystem 407 Input copy of encoded video data 408 Client Subsystem 409 Copy of encoded video data 410 Video Decoder 411 Video Picture Output Stream 412 Display 413 Video Capture Subsystem 420 Electronic Devices 430 Electronic Devices 501 Channel 510 Video Decoder 512 rendering device 515 buffer memory 520 Parser 521 Symbol 530 Electronic Devices 531 Receiver 551 Scaler / Descaler Unit 552 Intra-picture prediction unit 553 Motion Compensation Prediction Unit 555 Aggregator 556 Loop Filter Unit 557 Reference Picture Memory 558 Current Picture Buffer 601 Video Sources 603 Video Encoder, Video Coder 620 Electronic Devices 630 Source Coder 632 Coding Engine 633 Local Video Decoder 634 Reference Picture Memory, Reference Picture Cache 635 Predictor 640 Transmitter 643 coded video sequence 645 Entropy Coder 650 Controller 660 Communication Channels 703 Video Encoder 721 General-purpose controller 722 Intra Encoder 723 Residual Calculator 724 Residual Encoder 725 Entropy Encoder 726 Switch 728 Residual Decoder 730 Interencoder 810 Video Decoder 871 Entropy Decoder 872 Intra Decoder 873 Residual Decoder 874 Reconstruction Module 880 Interdecoder 902 Current CU 1002 Universal Intra-Mode Map 1004 Universal Intra-Mode Map 1006 Blank Unit 1008 Blank Unit 1102 Nearby CU 1104 Corresponding position 1106 Current CU 1108 Current CU 1110 corresponding position 1112 Nearby CU 1114 Universal Intra-Mode Map 1116 units 1200 First Exemplary Decoding Process 1300 Second Exemplary Decoding Process 1400 First Exemplary Encoding Process 1500 Second Exemplary Encoding Process 1600 Computer Systems 1601 keyboard 1602 Mouse 1603 Trackpad 1605 Joystick 1606 Microphone 1607 Scanner 1608 Camera 1609 Audio Output Device Speaker 1610 touchscreen 1620 CD / DVD ROM / RW 1621 CD / DVD and other media 1622 Samud Drive 1623 Removable Hard Drive or Solid State Drive 1640 cores 1641 Central Processing Unit (CPU) 1642 Graphics Processing Unit (GPU) 1643 Field Programmable Gate Area (FPGA) 1644 Hardware Accelerator 1645 Read-Only Memory (ROM) 1646 Random Access Memory 1647 Internal Mass Storage 1648 system bus 1649 General Purpose Data Port or Peripheral Bus 1650 graphics adapter 1654 Interface 1655 Communication Network

Claims

1. 1. A method of video decoding performed by a video decoder, the method comprising: receiving coded information of a current block and neighboring blocks of the current block from a coded video bitstream, the neighboring blocks including a first block and a second block, each of the first blocks being adjacent to one of a top edge, an upper left corner, and an upper right corner of the current block, and each of the second blocks being adjacent to one of a left edge and a lower left corner of the current block; If one or more of the first blocks of the neighboring blocks and the current block are not in the same coding tree unit (CTU), excluding intra modes associated with one or more of the first blocks from modes to be inserted into a most probable mode (MPM) list of the current block; adding a respective intra mode associated with each of the one or more first blocks of the neighboring blocks to the MPM list of the current block based on a sequence of conditions if the one or more first blocks of the neighboring blocks and the current block are within the same CTU, wherein the sequence of conditions indicates an order in which the propagated intra modes associated with the one or more first blocks of the neighboring blocks are added to the MPM list at a position immediately after a position of the intra mode associated with each of the one or more first blocks of the current block; adding a respective intra mode associated with each of the second blocks of the neighboring blocks to the MPM list based on the sequence of conditions; and reconstructing the current block based on the MPM list.

2. adding the respective intra modes associated with each of the one or more of the first blocks; based on the height of the current block being greater than or equal to the width of the current block, adding an intra mode of the one or more above blocks of the first block to the MPM list according to a second condition in the sequence of conditions, the above block being adjacent to the top edge of the current block, and the second condition including the above block being intra-coded; 2. The method of claim 1, further comprising: adding a propagated intra mode of the one or more above blocks of the first blocks to the MPM list according to a fourth condition in the sequence of conditions, the fourth condition including that the above block is inter-coded, and the propagated intra mode of the above block is obtained based on neighboring blocks of the above block.

3. adding the respective intra modes associated with each of the one or more of the first blocks; adding a propagated intra mode of the one or more upper right blocks of the first block to the MPM list according to a tenth condition in the sequence of conditions, the upper right block being adjacent to the upper right corner of the current block, the tenth condition including that the upper right block is inter-coded, and the propagated intra mode of the upper right block is obtained based on neighboring blocks of the upper right block; 2. The method of claim 1, further comprising: adding a propagated intra mode of the one or more top-left blocks of the first block to the MPM list according to an eleventh condition in the sequence of conditions, the top-left block being adjacent to the top-left corner of the current block, the eleventh condition including the top-left block being inter-coded, and the propagated intra mode of the top-left block being obtained based on neighboring blocks of the top-left block.

4. The step of adding the respective intra modes associated with each of the second blocks comprises: based on the height of the current block being greater than or equal to the width of the current block, 2. The method of claim 1, further comprising: adding an intra mode of a left block of the second block to the MPM list according to a third condition in the sequence of conditions, the left block being adjacent to the left edge of the current block, and the third condition including that the left block of the second block is intra-coded.

5. adding the respective intra modes associated with each of the one or more of the first blocks; In response to the height of the current block being less than the width of the current block, 2. The method of claim 1, further comprising: adding a propagated intra mode of the one or more above blocks of the first block to the MPM list according to a fifth condition in the sequence of conditions, the above block being adjacent to the top edge of the current block, the fifth condition including the above block being inter-coded, and the propagated intra mode of the above block being obtained based on neighboring blocks of the above block.

6. a condition in the sequence of conditions for which a propagation intra mode of one of the neighboring blocks is added to the MPM list follows a condition in the sequence of conditions for which the intra mode of the one of the neighboring blocks is added to the MPM list; The method of claim 1.

7. adding the respective intra modes associated with each of the one or more of the first blocks; in response to the height of the current block being greater than or equal to the width of the current block; adding an intra mode of the one or more above blocks of the first block to the MPM list according to a second condition in the sequence of conditions, the above block being adjacent to the top edge of the current block, and the second condition including the above block being intra-coded; 2. The method of claim 1, further comprising: adding a propagated intra mode of the one or more above blocks of the first blocks to the MPM list according to a third condition in the sequence of conditions, the third condition including that the above block is inter-coded, and the propagated intra mode of the above block is obtained based on neighboring blocks of the above block.

8. adding the respective intra modes associated with each of the one or more of the first blocks; adding an intra mode of the one or more top right blocks of the first block to the MPM list according to an eighth condition in the sequence of conditions, where the top right block is adjacent to the top right corner of the current block, and the eighth condition includes that the top right block is intra-coded; adding a propagated intra mode of the one or more upper right blocks of the first blocks to the MPM list according to a ninth condition in the sequence of conditions, the ninth condition including that the upper right block is inter-coded, and the propagated intra mode of the upper right block is obtained based on neighboring blocks of the upper right block; adding an intra mode of the one or more top-left blocks of the first block to the MPM list according to a tenth condition in the sequence of conditions, where the top-left block is adjacent to the top-left corner of the current block, and the tenth condition includes that the top-left block is intra-coded; 2. The method of claim 1, further comprising: adding a propagated intra mode of the one or more top-left blocks of the first blocks to the MPM list according to an eleventh condition in the sequence of conditions, the eleventh condition including that the top-left block is inter-coded, and the propagated intra mode of the top-left block is obtained based on neighboring blocks of the top-left block.

9. The step of adding the respective intra modes associated with each of the second blocks comprises: in response to the height of the current block being greater than or equal to the width of the current block; adding an intra mode of a left block of the second block to the MPM list according to a fourth condition in the sequence of conditions, where the left block is adjacent to the left edge of the current block, and the fourth condition includes that the left block of the second block is intra-coded; 2. The method of claim 1, further comprising: adding a propagated intra mode of the left block of the second block to the MPM list according to a fifth condition in the sequence of conditions, the fifth condition including that the left block of the second block is inter-coded, and the propagated intra mode of the left block is obtained based on neighboring blocks of the left block.

10. The step of adding the respective intra modes associated with each of the second blocks comprises: adding an intra mode of a bottom-left block of the second block to the MPM list according to a sixth condition in the sequence of conditions, where the bottom-left block is adjacent to the bottom-left corner of the current block, and the sixth condition includes that the bottom-left block of the second block is intra-coded; 2. The method of claim 1, further comprising: adding a propagated intra mode of the bottom-left block of the second block to the MPM list according to a seventh condition in the sequence of conditions, the seventh condition including that the bottom-left block of the second block is inter-coded, and the propagated intra mode of the bottom-left block is obtained based on neighboring blocks of the bottom-left block.

11. 1. A method of video decoding performed by a video decoder, the method comprising: receiving coded information of a current block and neighboring blocks of the current block from a coded video bitstream, the neighboring blocks including a first block and a second block, each of the first blocks being adjacent to one of a top edge, an upper left corner, and an upper right corner of the current block, and each of the second blocks being adjacent to one of a left edge and a lower left corner of the current block; determining a respective corresponding location in each of said neighboring blocks; determining corresponding intra modes of the neighboring blocks based on the corresponding locations and a universal intra mode map, the universal intra mode map including a plurality of units, each of the corresponding locations being associated with a respective unit of the universal intra mode map and corresponding to a respective corresponding intra mode associated with the respective unit; generating a Most Probable Mode (MPM) list for the current block based on the corresponding intra modes of the neighboring blocks and a sequence of conditions, the sequence of conditions indicating an order in which the corresponding intra modes are determined to be added to the MPM list; adding a corresponding intra mode of a bottom-left block of the second block to the MPM list according to a sixth condition in the sequence of conditions, where the bottom-left block is adjacent to the bottom-left corner of the current block, and the sixth condition includes that the bottom-left block exists; adding a corresponding intra mode of an upper right block of the first block to the MPM list according to a seventh condition in the sequence of conditions, where the upper right block is adjacent to the upper right corner of the current block, and the seventh condition includes that the upper right block exists; adding a corresponding intra mode of an upper-left block of the first block to the MPM list according to an eighth condition in the sequence of conditions, where the upper-left block is adjacent to the upper-left corner of the current block, and the eighth condition includes that the upper-left block exists; and and reconstructing the current block based on the MPM list.

12. The step of generating the MPM list comprises: in response to the height of the current block being greater than or equal to the width of the current block; adding a corresponding intra mode of a block above the first block to the MPM list according to a second condition in the sequence of conditions, where the block above is adjacent to the top edge of the current block, and the second condition includes that the block above exists; 12. The method of claim 11, further comprising: adding a corresponding intra mode of a left block of the second block to the MPM list according to a third condition in the sequence of conditions, the left block being adjacent to the left edge of the current block, and the third condition including that the left block exists.

13. The step of generating the MPM list comprises: In response to the height of the current block being less than the width of the current block, adding a corresponding intra mode of a left block of the second block to the MPM list according to a second condition in the sequence of conditions, where the left block is adjacent to the left edge of the current block, and the second condition includes that the left block exists; 12. The method of claim 11, further comprising: adding a corresponding intra mode of a block above the first block to the MPM list according to a third condition in the sequence of conditions, the block above being adjacent to the top edge of the current block, and the third condition including that the block above exists.

14. each of the plurality of units of the universal intramode map is initialized with a default intramode; one or more of the default intra modes in the universal intra mode map are replaced with the corresponding intra mode; The method of claim 11.

15. one or more of the units of the universal intra mode map are filled with the corresponding intra mode; the remaining units of the plurality of units of the universal intra mode map are filled with a default intra mode. The method of claim 11.

16. An apparatus comprising processing circuitry configured to perform the method of any one of claims 1 to 10.

17. A processing circuit configured to perform the method according to any one of claims 11 to 15. An apparatus comprising:

18. A computer program for causing a computer to carry out the method according to any one of claims 1 to 10.

19. A computer program for causing a computer to carry out the method according to any one of claims 11 to 15.

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