Patents
Literature
Patsnap Eureka AI that helps you search prior art, draft patents, and assess FTO risks, powered by patent and scientific literature data.

35 results about "Depth plane" patented technology

At normal subject sizes, depth of field extends roughly one third in front of your plane of focus and two thirds behind it, but at macro sizes, it becomes closer to fifty-fifty, making your actual plane of focus in the middle of the perceived depth of field.

Orientation assistance system comprising means for acquiring a real or virtual visual environment, non-visual human-machine interface means and means for processing the digital representation of said visual environment

An orientation assistance system comprises means for acquiring a real or virtual visual environment, non-visual human-machine interface means and means for processing the digital representation of the visual environment in order to provide an electrical signal for controlling a haptic interface. The means for processing the digital representation periodically extracts at least one pulsed digital activation pattern for a subset of spikes of the haptic region. The haptic interface consists of a lumbar belt having an active surface of N×M actuators, where N and M are integers greater than or equal to 10. The processing means provides, for each acquisition of the visual environment, a sequence of P activation frames for the actuators, where P is an integer between 2 and 15, preferably between 5 and 10, each of the frames corresponding to the representation of the environment in an incremental depth plane.
Owner:ARTHA FRANCE

A fruit tree image acquisition method and system based on two-dimensional skeleton and viewpoint planning

The application discloses a kind of fruit tree image acquisition method and system based on two-dimensional skeleton and viewpoint planning, it is related to wisdom agricultural equipment technical field, method includes: obtaining crown image obtains branch mask and depth information;To mask thinning pruning obtains initial skeleton, identifies feature point and calculates growth direction after artifact removal;Based on feature point and direction vector, topological reconstruction is carried out to broken skeleton, and complete two-dimensional skeleton graph is obtained;Based on two-dimensional skeleton graph, viewpoint planning is carried out in reference depth plane, generates viewpoint sequence and is mapped into three-dimensional pose, realizes autonomous image acquisition.The application solves the problem of information loss caused by occlusion and three-dimensional reconstruction calculation lag, and realizes real-time, safe and high-resolution image acquisition.
Owner:NORTHWEST A & F UNIV

Distance-specific carrier optimization method, method for generating hologram by using optimal carrier, and apparatus therefor

PCT designated stageWO2026141759A1Carrier signalEngineering
The present specification relates to a technique by which a hologram generation device generates a hologram with reduced speckle noise by optimizing a carrier according to a specific distance. A method by which a hologram generation device generates a hologram, according to an embodiment of the present specification, comprises the steps of: setting a carrier by initializing an arbitrary complex field having a random phase and a random amplitude; removing a specific band component from the frequency band of the set carrier so as to transform the set carrier; propagating the transformed carrier for each specific distance, which is a depth plane in which a target object is present; setting a loss function for each specific distance on the basis of a target uniform amplitude at the specific distance and the amplitude of the carrier propagated to the specific distance; and updating the propagated carrier for each specific distance on the basis of the loss functions set for each specific distance.
Owner:SEOUL NATIONAL UNIVERSITY R&DB FOUNDATION

3D reconstruction methods, apparatus, equipment, readable storage media, and program products

This application relates to a 3D reconstruction method, apparatus, device, readable storage medium, and program product. The method includes: acquiring multi-view images of a target object and camera parameters during the acquisition of the multi-view images; determining the spatial range of the depth planes and the number of depth planes of the target object; determining the pixel movement range and unit movement amount of pixels in the multi-view images based on the spatial range and number of depth planes; determining the pixel movement positions of pixels in the multi-view images based on the pixel movement range and unit movement amount, with adjacent pixel movement positions spaced apart by a unit movement amount, and the number of pixel movement positions matching the number of depth planes; determining each virtual depth plane based on each pixel movement position; and performing 3D reconstruction of the target object based on the multi-view images, camera parameters, and each virtual depth plane to obtain the 3D reconstruction result of the target object. This method can improve the integrity of the 3D reconstruction.
Owner:CHONGQING LANDIAN AUTOMOBILE TECHNOLOGY CO LTD

Systems and methods for operating a display system based on user perceptibility

Systems and methods are disclosed for operating a head-mounted display system based on user perceptibility. The display system may be an augmented reality display system configured to provide virtual content on a plurality of depth planes by presenting the content with different amounts of wavefront divergence. Some embodiments include obtaining an image captured by an imaging device of the display system. Whether a threshold measure or more of motion blur is determined to be exhibited in one or more regions of the image. Based on a determination that the threshold measure or more of motion blur is exhibited in one or more regions of the image, one or more operating parameters of the wearable display are adjusted. Example operating parameter adjustments comprise adjusting the depth plane on which content is presented (e.g., by switching from a first depth plane to a second depth plane), adjusting a rendering quality, and adjusting power characteristics of the system.
Owner:MAGIC LEAP INC

Structure multi-target deformation monitoring method based on visual segmentation and deblurring enhancement

The invention discloses a structure multi-target deformation monitoring method based on visual segmentation and deblurring enhancement, and relates to the technical field of engineering structure health monitoring. The method comprises the following steps: acquiring continuous time sequence multi-target images of different depth-of-field planes of a to-be-monitored structural plane; inputting an interactive prompt point into a pre-training segmentation model in the first frame to generate a multi-target mask, and removing a noise region based on connected domain analysis; cutting by adopting a self-adaptive multi-scale cutting strategy based on boundary judgment to obtain sub-graphs; performing image enhancement on the sub-image by adopting a pre-trained deblurring neural network; extracting a central point and an external rectangle coordinate of a target mask area in the sub-graph and uniformly mapping the central point and the external rectangle coordinate back to a full-graph coordinate system; and dynamically updating a cutting window of a subsequent frame based on the central point and boundary information of the first frame, and converting pixel-level displacement into physical unit or three-dimensional coordinate change by comparing the central point positions of the first frame and the subsequent frame and combining camera calibration parameters, thereby realizing high-precision continuous monitoring.
Owner:UNIV OF SCI & TECH BEIJING

Systems and methods for operating a head-mounted display system based on user identity

Systems and methods for depth plane selection in display system such as augmented reality display systems, including mixed reality display systems, are disclosed. A display(s) may present virtual image content via image light to an eye(s) of a user. The display(s) may output the image light to the eye(s) of the user, the image light to have different amounts of wavefront divergence corresponding to different depth planes at different distances away from the user. A camera(s) may capture images of the eye(s). An indication may be generated based on obtained images of the eye(s), indicating whether the user is identified. The display(s) may be controlled to output the image light to the eye(s) of the user, the image light to have the different amounts of wavefront divergence based at least in part on the generated indication indicating whether the user is identified.
Owner:MAGIC LEAP INC

Virtual and augmented reality systems and methods

A virtual reality (VR) and / or augmented reality (AR) display system is configured to control a display using control information that is embedded in or otherwise included with imagery data to be presented through the display. The control information can indicate depth plane(s) and / or color plane(s) to be used to present the imagery data, depth plane(s) and / or color plane(s) to be activated or inactivated, shift(s) of at least a portion of the imagery data (e.g., one or more pixels) laterally within a depth plane and / or longitudinally between depth planes, other adjustment(s) to the virtual imagery, and / or other suitable controls.
Owner:MAGIC LEAP INC

A depth of field extension method and system for integrated imaging

ActiveCN119052651BFrame timeDisplay device
The application belongs to the technical field of three-dimensional display, and discloses a depth-of-field extension method and system for integral imaging. The method arranges a plurality of imaging devices with focal length-wavelength dependence on a micro display; in a first frame time, controls an element image area covered under each imaging device to display in a first color contrast relationship, and forms an image on a first depth plane; in a second frame time, controls the element image area covered under each imaging device to display in a second color contrast relationship, and forms an image on a second depth plane; and alternately displays the images on the two depth planes through time multiplexing. The depth of field can be extended, and high-quality imaging can be performed on two neutral depth planes.
Owner:SUN YAT SEN UNIV

Methods, devices, electronic equipment and media for reconstructing dose distribution in particle irradiation target areas

This disclosure provides a method, apparatus, electronic device, and medium for reconstructing the dose distribution of a particle irradiation target area. The method includes: monitoring the irradiation information of particles on a monitoring plane along the incident path, including beam spot position, beam spot size, and dose corresponding to each position, wherein the particles include particles of various energies; calculating the dose of particles of different energies at different depth planes in the target area based on the particle dose ratio of particles of different energies at different depth planes in the target area to the monitoring plane; calculating the particle dose of each energy particle at each position in the target area at different depth planes based on the particle distribution pattern of each energy particle on the monitoring plane; constructing a planar dose model of the target area at different depth planes based on the particle dose of each energy particle at each position in the target area at different depth planes, and reconstructing a three-dimensional dose model by superimposing the models; and fusing the three-dimensional dose model with a three-dimensional image of the target area to obtain a three-dimensional particle dose distribution model of the target area.
Owner:LANZHOU KEJIN TAIJI NEW TECH CO LTD

A method for large depth-of-field holographic 3D display based on digital cone lenses

PendingCN122362765ASpatial light modulatorDepth plane
This invention proposes a large depth-of-field holographic 3D display method based on a digital cone lens. The method includes the following steps: First, based on depth information, the 3D object to be recorded is segmented into different depth planes, and the wavefront information of each depth plane is extracted. Then, an improved 3D Fourier algorithm is used to obtain the phase distribution of the 3D object on the holographic plane, denoted as Φ. I The second step is to encode the optical cone lens into a digital cone lens using phase encoding, and denote the phase distribution of the digital cone lens as Φ. II The third step involves co-encoding the digital cone lens with the hologram of the 3D object, and then coherently superimposing the phase distribution Φ. I and Φ II The final large depth-of-field hologram is obtained. In the fourth step, the final large depth-of-field hologram is loaded onto the spatial light modulator, and the spatial light modulator is illuminated with a light source. Based on the 3D Fourier algorithm and the depth-of-focus characteristics of the cone lens, the large depth-of-field hologram of the 3D object is reconstructed.
Owner:BEIHANG UNIV

Phase type hologram generation method and holographic display system based on waveguide

PendingCN121325538AOptical elements3d imageDepth plane
The invention relates to holographic display, in particular to a phase-type hologram generation method and a waveguide-based holographic display system, and the method comprises the steps: dividing a three-dimensional image into a plurality of layered depth images located on different depth planes according to depth information, and extracting the amplitude of each layered depth image; generating a random initial complex amplitude on a hologram plane; forward-propagating the random initial complex amplitude to reconstruction planes at different distances through angular spectrum diffraction; extracting the phase of the complex amplitude of each reconstructed image, and combining the phase with the amplitude of the corresponding layered depth image to form a new complex amplitude; the new complex amplitude of each reconstructed image is reversely propagated to a hologram plane through angular spectrum diffraction; superposing all complex amplitudes of the hologram, performing phase extraction, and combining the extracted phase with the plane wave amplitude to form a new complex amplitude; according to the technical scheme provided by the invention, the defects that in the prior art, three-dimensional immersive experience is difficult to provide for a user, and meanwhile, light weight and portability of equipment are difficult to realize can be effectively overcome.
Owner:合肥首镜科技有限公司

Method, encoder, and display device for representing a three-dimensional scene and depth-plane data thereof

A method for representing a three-dimensional scene stored as a three-dimensional data set includes determining a set of P depth-plane depths along a viewing direction. The method includes generating, from a three-dimensional data set, a proxy three-dimensional data set including Pproxy images by, for each depth-plane depth: generating a proxy image of the Pproxy images from at least one cross-sectional image of a plurality of transverse cross-sectional images that (i) constitute the three-dimensional data set and (ii) each represent a respective transverse cross-section of the three-dimensional scene at a respective scene-depth.
Owner:DOLBY LABORATORIES LICENSING CORP

3D telestration on different planes of depth to be used with a 3D microscope

A method for stereoscopic telestration in a 3D display system, and system therefore includes the steps of, and hardware for, aligning a telestration base plane to a reference object visible in a stereoscopic video stream; fusing a telestration overlay at the telestration base plane to ensure accurate depth alignment; and repositioning the telestration overlay to a moved telestration plane in front of or behind the telestration base plane by adjusting left and right eye overlays symmetrically. The repositioning may be performed without losing positional accuracy relative to the stereoscopic image stream.
Owner:X BIOMEDICAL INC

Structure multi-target deformation monitoring method based on visual segmentation and deblurring enhancement

This invention discloses a method for monitoring multi-target deformation of structures based on visual segmentation and deblurring enhancement, relating to the field of engineering structural health monitoring technology. The method includes: acquiring continuous temporal multi-target images of different depth planes of the structure to be monitored; generating a multi-target mask in the first frame by inputting interactive prompts into a pre-trained segmentation model, and removing noise regions based on connected component analysis; cropping using an adaptive multi-scale cropping strategy based on boundary determination to obtain sub-images; enhancing the sub-images using a pre-trained deblurring neural network; extracting the center point and circumscribed rectangle coordinates of the target mask regions within the sub-images and mapping them back to the full image coordinate system; dynamically updating the cropping window of subsequent frames based on the center point and boundary information of the first frame; and converting pixel-level displacement into physical units or three-dimensional coordinate changes by comparing the center point positions of the first and subsequent frames and combining camera calibration parameters, thereby achieving high-precision continuous monitoring.
Owner:UNIV OF SCI & TECH BEIJING

Virtual and augmented reality systems and methods

A virtual reality (VR) and / or augmented reality (AR) display system is configured to control a display using control information that is embedded in or otherwise included with imagery data to be presented through the display. The control information can indicate depth plane(s) and / or color plane(s) to be used to present the imagery data, depth plane(s) and / or color plane(s) to be activated or inactivated, shift(s) of at least a portion of the imagery data (e.g., one or more pixels) laterally within a depth plane and / or longitudinally between depth planes, and / or other suitable controls.
Owner:MAGIC LEAP INC

Three-dimensional reconstruction method, device and equipment, readable storage medium and program product

The invention relates to a three-dimensional reconstruction method, device and equipment, a readable storage medium and a program product. The method comprises the following steps: acquiring a multi-view image for a target object and camera parameters when the multi-view image is acquired; determining a depth plane space range and a depth plane number of the target object; determining a pixel movement range and a unit movement amount of pixels in the multi-view image according to the depth plane space range and the depth plane number; based on the pixel movement range and the unit movement amount, pixel movement positions of pixels in the multi-view image are determined, the adjacent pixel movement positions are spaced by the unit movement amount, and the number of the pixel movement positions is matched with the number of the depth planes; respectively determining each virtual depth plane according to the moving position of each pixel; and based on the multi-view image, the camera parameters and the virtual depth planes, performing three-dimensional reconstruction on the target object to obtain a three-dimensional reconstruction result of the target object. By adopting the method, the completeness of three-dimensional reconstruction can be improved.
Owner:CHONGQING LANDIAN AUTOMOBILE TECHNOLOGY CO LTD

A method, apparatus and electronic equipment for stimulating well depth extraction

This application provides a method, apparatus, and electronic equipment for extracting excitation well depth, belonging to the field of petroleum seismic exploration. The embodiments of this application utilize core data from several lithological coring wells within the work area to construct a near-surface lithological model reflecting multiple lithological layers. By acquiring radar point cloud data corresponding to each target lithological layer in the near-surface lithological model, the optimal excitation well depth planar data for the work area is obtained. Based on this optimal excitation well depth planar data, the optimal excitation well depth corresponding to the preset shot points within the work area is determined. This application, by constructing a highly realistic near-surface lithological model, enables explosives to be detonated at the preset shot points within the target lithological layer at the optimal excitation well depth. This improves the design accuracy of the excitation well depth and the precision of drilling task deployment, increasing construction efficiency while reducing drilling costs. Simultaneously, it effectively improves the quality of data collected from complex surfaces, promoting oil and gas discovery.
Owner:CHINA NAT PETROLEUM CORP +1

Display device and display method

The embodiments of the present application provide a display device and a display method. In the display device provided by the embodiments of the present application, a first three-dimensional stereoscopic image point is formed on the central depth plane when the backlight module is in a first operating mode, and a second three-dimensional stereoscopic image point is formed on the central depth plane when the backlight module is in a second operating mode. The positions of the first three-dimensional stereoscopic image point and the second three-dimensional stereoscopic image point do not overlap in the central depth plane, and the switching frequency between the first operating mode and the second operating mode is greater than the frequency required for visual persistence, so that a viewer can view the first three-dimensional stereoscopic image point and the second three-dimensional stereoscopic image point, thereby multiplying the number of three-dimensional stereoscopic image points of the three-dimensional image viewed by the viewer, thereby improving the resolution of the three-dimensional image, reducing the graininess of the three-dimensional image, and ensuring the viewer's viewing experience.
Owner:BOE TECHNOLOGY GROUP CO LTD

Method of processing a digital representation of a visual environment to control a haptic interface comprising a waist belt

PendingCN122295641ATouch PerceptionMedicine
The present invention relates to a method and system for processing a digital representation of a visual environment to control a haptic interface including a waistband having active surfaces of N×M actuators, where N and M are integers greater than or equal to 10, comprising an actuator activation protocol that computes a sequence of P activation frames for these actuators for each acquisition of the visual environment, where P is an integer between 2 and 1000, preferably between 5 and 50, each of these frames corresponding to a representation of the environment in an incremental depth plane, characterized in that the method further comprises a processing step of applying a context correction function that modifies the haptic pixel activation protocol.
Owner:ALSACE FRANCE

Virtual and augmented reality systems and methods

Methods and systems are disclosed for presenting virtual objects on a limited number of depth planes using, e.g., an augmented reality display system. A farthest one of the depth planes is within a mismatch tolerance of optical infinity. The display system may switch the depth plane on which content is actively displayed so that the content is displayed on the depth plane on which a user is fixating. The impact of errors in fixation tracking is addressed using partially overlapping depth planes. A fixation depth is determined and the display system determines whether to adjust selection of a selected depth plane at which a virtual object is presented. The determination may be based on whether the fixation depth falls within a depth overlap region of adjacent depth planes. The display system may switch the active depth plane depending upon whether the fixation depth falls outside the overlap region.
Owner:MAGIC LEAP INC

A large-size hologram fast generation method based on wavefront recording plane optimization

The application provides a large-size hologram fast generation method based on wave front recording plane optimization. The method comprises three steps: in the first step, a 3D object is discretized into point sources, a central diffraction diagram of each depth plane is calculated based on a scalar diffraction theory and a viewing zone characteristic, a diffraction diagram of other object points on the same layer is obtained by translating the central diffraction diagram, and a hologram of the wave front recording plane of the 3D object is obtained by superimposing diffraction diagrams of all object points; in the second step, diffraction from the wave front recording plane to a holographic surface is calculated based on an angular spectrum diffraction theory, and a hologram of the 3D object on the holographic surface is obtained; and in the third step, the obtained hologram is segmented and zero-filled to obtain a hologram 1 and a hologram 2, digital blazed gratings are loaded on the two holograms to obtain two final holograms, the two final holograms are loaded on two spatial light modulators, effective imaging areas of the two spatial light modulators are spliced together by means of a beam splitter, and a large-size object reconstruction image is obtained.
Owner:BEIHANG UNIV

Depth plane selection for multi-depth plane display systems by user categorization

A display system includes a head-mounted display configured to project light, having different amounts of wavefront divergence, to an eye of a user to display virtual image content appearing to be disposed at different depth planes. The wavefront divergence may be changed in discrete steps, with the change in steps being triggered based upon whether the user is fixating on a particular depth plane. The display system may be calibrated for switching depth planes for a main user. Upon determining that a guest user is utilizing the system, rather than undergoing a full calibration, the display system may be configured to switch depth planes based on a rough determination of the virtual content that the user is looking at. The virtual content may have an associated depth plane and the display system may be configured to switch to the depth plane of that virtual content.
Owner:MAGIC LEAP INC

Method for representing a 3D scene and its depth plane data, encoder, and display device.

A method for representing a three-dimensional scene stored as a three-dimensional dataset includes determining a set of P depth planes along a viewing direction, the method includes generating, for each depth plane from the three-dimensional dataset, a proxy three-dimensional dataset including the P proxy images by (i) constructing a three-dimensional dataset, and (ii) generating a proxy image of the P proxy images from at least one cross-sectional image of a plurality of cross-sectional images, each representing a respective cross-section of the three-dimensional scene at a respective scene depth.
Owner:DOLBY LABORATORIES LICENSING CORP

Increased depth of field for mixed-reality display

Optical systems and methods for operation thereof are disclosed. A delimited zone is defined as a function of distance from the optical system based on a VAC limit, the delimited zone having at least one distance threshold. A virtual distance of a virtual depth plane from the optical system at which a virtual object is to be displayed is determined. It is determined whether the virtual distance is outside the delimited zone by comparing the virtual distance to the at least one distance threshold. A collimated pixel beam associated with the virtual object is generated by a projector of the optical system. The collimated pixel beam is modified to generate a modified pixel beam if the virtual distance is outside the delimited zone. Modifying the collimated pixel beam includes converging the collimated pixel beam and / or reducing a diameter of the collimated pixel beam.
Owner:MAGIC LEAP INC

Depth based foveated rendering for display systems

Methods and systems for depth-based foveated rendering in a display system are disclosed. The display system may be an augmented reality display system configured to provide virtual content on a plurality of depth planes using different wavefront divergence. Some embodiments include monitoring eye orientations of a user of the display system. A fixation point can be determined based on the eye orientations, the fixation point representing a three-dimensional location with respect to a field of view. Location information of virtual object(s) to present is obtained, with the location information including three-dimensional position(s) of the virtual object(s). A resolution of the virtual object(s) can be adjusted based on a proximity of the location(s) of the virtual object(s) to the fixation point. The virtual object(s) are presented by the display system according to the adjusted resolution(s).
Owner:MAGIC LEAP INC

Light field calculation imaging system based on rotating prism

The invention relates to a light field calculation imaging system based on rotating prisms, which comprises a camera, at least one rotating prism and a controller, and is characterized in that the controller is respectively connected with the rotating prism and the camera, the rotating prism is located between the camera and a target to be imaged, and the controller is configured to execute the following steps: S1, constructing a homography relationship between an actual light field and a theoretical light field; s2, obtaining a discretized angle sequence of the rotating prism according to the target resolution, and obtaining a corresponding sub-angle image sequence of the to-be-imaged target collected by the camera based on the angle sequence; s3, a plurality of refocusing depth planes are determined, sub-angle image sequences reconstructed on the depth planes are obtained, and refocusing images corresponding to the refocusing depth planes are obtained through calculation; and S4, for each pixel point, calculating a cost function value of the pixel point corresponding to each refocusing image, and selecting the depth value of the refocusing depth plane corresponding to the refocusing image with the optimal cost function value as the depth value of the refocusing depth plane. Compared with the prior art, high-angle-resolution light field sampling can be carried out, high-precision mapping of light field data from sampling to reconstruction is achieved, and meanwhile the compactness and flexibility of the system structure are guaranteed.
Owner:TONGJI UNIV

Near-eye AR device gaze depth disambiguation method, interaction device and storage medium

This invention discloses a method for resolving gaze depth ambiguity in near-eye AR devices, an interactive device, and a storage medium. The method includes: constructing a sparse scene plane table; continuously extracting temporal features of eye movement patterns based on pupil image sequences acquired by a near-eye camera; identifying gesture action types and hand depth information; fusing eye movement pattern temporal features and gesture state information to infer the user's current task stage and corresponding gaze depth range; intersecting the current gaze direction vector with each plane in the sparse scene plane table; selecting the candidate plane with the highest confidence as the depth plane of the current gaze target, and outputting the estimated two-dimensional image coordinates and three-dimensional world coordinates of the gaze intersection point. This invention replaces the binocular convergence scheme with a monocular near-eye camera, significantly reducing hardware costs and power consumption while improving the gaze depth disambiguation accuracy in multi-target depth overlap scenes through task state semantic constraints.
Owner:SOUTHEAST UNIV

System of 3D telestration on different planes of depth to be used with a 3D microscope

A method for stereoscopic telestration in a 3D display system, and system therefore includes the steps of, and hardware for, aligning a telestration base plane to a reference object visible in a stereoscopic video stream; fusing a telestration overlay at the telestration base plane to ensure accurate depth alignment; and repositioning the telestration overlay to a moved telestration plane in front of or behind the telestration base plane by adjusting left and right eye overlays symmetrically. The repositioning may be performed without losing positional accuracy relative to the stereoscopic image stream.
Owner:X BIOMEDICAL INC

Multi-view stereo 3d reconstruction method based on cross-scale correction

The application relates to a multi-view stereo three-dimensional reconstruction method based on cross-scale correction, and belongs to the field of computer vision.The method comprises the following steps: acquiring a plurality of input images which are divided into reference images and source images, extracting feature maps of different scales through an FPN, and embedding a cross-scale feature fusion module in the FPN; constructing a multi-view three-dimensional cost volume according to camera parameters of the reference images and the source images and a hypothetical depth plane; supplementing the three-dimensional cost volume by using a global semantic information supplementing module, performing regularization processing on the optimized cost volume, and generating a depth probability distribution volume; calculating a depth map according to the depth probability distribution volume, and reconstructing a point cloud through the depth map.The application can effectively solve the problems of missing spatial relationship and blurred details and edges in the cross-scale feature fusion process in the current FPN, and the problem that it is difficult to obtain correct depth due to a large depth range and a large number of depth planes in the rough stage in most current MVS methods.
Owner:CHONGQING UNIV OF POSTS & TELECOMM