Data analysis small computer algorithm operating system

Abstract

The invention relates to a small computer algorithm operating system for data analysis. The small computer algorithm operating system comprises a content caching mechanism, a continuous sharpening mechanism, a place detection device and a parameter correction device. The small computer algorithm operating system for data analysis is compact in logic and intelligent to control.

Description

Technical Field

[0001] The present invention relates to the field of computer systems, and in particular to a data analysis small computer algorithm operating system. Background Art

[0002] Computer systems are updated approximately every 3 to 5 years, with a tenfold increase in performance-price ratio and a significant reduction in size. Ultra-large-scale integrated circuit technology will continue to develop rapidly and have a huge and profound impact on all types of computer systems. 32-bit microcomputers have already appeared, and 64-bit microcomputers have also come out. It is not far away to make 10 million components on a single chip. Research on devices that are 10 to 100 times faster than semiconductor integrated circuits, such as gallium arsenide, high electron mobility devices, Josephson junctions, and optical components, will have important results. Micro-assembly technology that increases assembly density and shortens interconnection lines is one of the key technologies for the new generation of computers. Optical fiber communications will be widely used. Various high-speed intelligent external devices continue to emerge, and the advent of optical disks will give auxiliary mass storage a new look. Multi-processor systems, multi-machine systems, and distributed processing systems will be eye-catching system structures. Software hardening (called firmware) is a development trend. New non-Neumann machines, reasoning computers, knowledge base computers, etc. have begun to be used in practice. Software development will get rid of the backward and inefficient state. Software engineering is developing in depth. Software production is developing in the direction of engineering, formalization, automation, modularization and integration. The research of new high-level languages ​​such as logical languages, functional languages ​​and artificial intelligence will make the human-computer interface simple and natural (can directly see, hear, speak and draw). Database technology will develop greatly. Computer networks will be widely popularized. The next generation of computer systems characterized by huge processing power (for example, 100 to 100 billion operations per second), huge knowledge information base and high intelligence are being vigorously developed. Computer applications will become increasingly widespread. Computer-aided design, computer-controlled production lines and intelligent robots will greatly improve social labor productivity. Office, medical care, communication, education and family life will all be computerized. The impact of computers on people's lives and social organizations will become increasingly extensive and profound. Summary of the invention

[0003] In order to overcome the technical problems in the related fields, the present invention proposes a data analysis small computer algorithm operating system, which can be used in a data analysis small computer algorithm operating system with a targeted structural design, using a content caching mechanism arranged on a printed circuit board of the system to receive a real-time sensing image obtained by performing a photoelectric sensing operation facing the internal environment of a residential area, and using a continuous sharpening mechanism arranged on the printed circuit board and connected to the content caching mechanism, including a primary sharpening unit, a secondary sharpening unit and a tertiary sharpening unit, for continuously performing an image content enhancement operation based on exponential transformation, a white balance operation based on a dynamic threshold and a high-pass filtering sharpening operation on the real-time sensing image, so as to obtain and output a corresponding continuous sharpening image, thereby providing a visual position for a subsequent children's play area. The positioning method provides more reliable basic data, and based on the color imaging characteristics corresponding to the children's play area in the central position of the internal environment of the residential community, the image block of the children's play area in the central position of the internal environment of the residential community is detected in the continuously sharpened image to be output as the target image block. The height value of the coding block used when performing intra-frame coding on the instant sensing image as a whole is determined based on the number of pixel rows occupied by the target image block, wherein the fewer the number of pixel rows occupied by the target image block, the smaller the height value of the coding block used when performing intra-frame coding on the instant sensing image as a whole, so that the height value of the coding block used for the intra-frame coding of the original image as a whole matches the number of pixel rows occupied by the key area of ​​the image, thereby improving the coding effect of performing intra-frame coding on specific scene images.

[0004] According to the present invention, a data analysis small computer algorithm operating system is provided, the system comprising: A content caching mechanism, arranged on the printed circuit board of the system, for receiving an instant sensing image obtained by performing a photoelectric sensing operation facing the internal environment of the residential quarter; A continuous sharpening mechanism, disposed on the printed circuit board and connected to the content cache mechanism, for continuously performing an image content enhancement operation based on exponential transformation, a white balance operation based on a dynamic threshold, and a high-pass filter sharpening operation on the received instant sensing image, so as to obtain and output a corresponding continuous sharpened image; A place detection device, arranged on the printed circuit board and connected to the continuous sharpening mechanism, is used to detect the image block of the children's play area at the central position of the internal environment of the residential quarter in the continuously sharpened image based on the color imaging characteristics corresponding to the children's play area at the central position of the internal environment of the residential quarter to output as the target image block; a parameter correction device connected to the place detection device, for determining a height value of a coding block used when performing intra-frame coding on the instantaneous sensing image as a whole based on the number of pixel rows occupied by the target image block; Wherein, determining the height value of the coding block used when performing intra-frame coding on the instant sensing image as a whole based on the number of pixel rows occupied by the target image block comprises: the smaller the number of pixel rows occupied by the target image block, the smaller the height value of the coding block used when performing intra-frame coding on the instant sensing image as a whole; Wherein, determining the height value of the coding block used when performing intra-frame coding on the instant sensing image as a whole based on the number of pixel rows occupied by the target image block further includes: determining the height value of the coding block used when performing intra-frame coding on the instant sensing image as a whole is determining the number of pixel rows occupied by the coding block used when performing intra-frame coding on the instant sensing image as a whole; Among them, the continuous sharpening mechanism is arranged on the printed circuit board and connected to the content caching mechanism, and is used to continuously perform image content enhancement operations based on exponential transformation, white balance operations based on dynamic thresholds, and high-pass filtering sharpening operations on the received instant sensing images to obtain and output corresponding continuously sharpened images, including: the continuous sharpening mechanism includes a primary sharpening unit, a secondary sharpening unit, and a tertiary sharpening unit.

[0005] It can be seen that the present invention has at least the following important invention points: First, in a data analysis small computer algorithm operating system with a targeted structural design, a content caching mechanism disposed on a printed circuit board of the system is used to receive a real-time sensing image obtained by performing a photoelectric sensing operation facing the internal environment of a residential area, and a continuous sharpening mechanism disposed on the printed circuit board and connected to the content caching mechanism is used, including a primary sharpening unit, a secondary sharpening unit, and a tertiary sharpening unit, for continuously performing an image content enhancement operation based on an exponential transformation, a white balance operation based on a dynamic threshold, and a high-pass filter sharpening operation on the real-time sensing image, so as to obtain and output a corresponding continuous sharpened image, thereby providing more reliable basic data for the subsequent visual position positioning of the children's play area; Second, based on the color imaging characteristics corresponding to the children's play area at the central position of the internal environment of the residential quarter, the image blocks of the children's play area at the central position of the internal environment of the residential quarter in the continuous sharpened images are detected to output as target image blocks; The third point: based on the number of pixel rows occupied by the target image block, the height value of the coding block used when performing intra-frame coding on the instant sensing image as a whole is determined, wherein the smaller the number of pixel rows occupied by the target image block, the smaller the height value of the coding block used when performing intra-frame coding on the instant sensing image as a whole is determined, so that the height value of the coding block used for the intra-frame coding of the original image as a whole matches the number of pixel rows occupied by the key area of ​​the image, thereby improving the coding effect of performing intra-frame coding on specific scene images.

[0006] The data analysis small computer algorithm operating system of the present invention has compact logic and intelligent control. Since an algorithm can be designed in the data analysis small computer algorithm operating system to dynamically select a matching image processing mechanism according to the visual data of the image blocks corresponding to the children's play area at the central position of the internal environment of the residential community, the image processing algorithm in a specific scene matches the imaging characteristics of the key objects in the specific scene. BRIEF DESCRIPTION OF THE DRAWINGS

[0007] The embodiments of the present invention will be described below with reference to the accompanying drawings, wherein:

[0008] Figure 1 This is a block diagram of the internal structure of the data analysis small computer algorithm operating system according to implementation scheme 1 of the present invention.

[0009] Figure 2 This is a block diagram of the internal structure of a data analysis minicomputer algorithm operating system according to Embodiment 2 of the present invention.

[0010] Figure 3 This is a block diagram of the internal structure of a data analysis minicomputer algorithm operating system according to Embodiment 3 of the present invention. DETAILED DESCRIPTION

[0011] The small computer algorithm operating system can perform various algorithm operations. At present, there are still gaps in the application field of specific algorithm operations that need to be filled. For example, for the internal environment picture corresponding to the internal environment of the residential community, it is impossible to dynamically select a matching image processing mechanism based on the visual data of the image blocks corresponding to the children's play area in the central position of the internal environment of the residential community. As a result, the current image processing algorithm in a specific scene cannot match the imaging characteristics of the key objects in the specific scene.

[0012] The implementation scheme of the data analysis small computer algorithm operating system of the present invention will be described in detail below with reference to the accompanying drawings.

[0013] Figure 1 The internal structure block diagram of the data analysis small computer algorithm operating system shown in Embodiment 1 of the present invention, the system comprises: A content caching mechanism, arranged on the printed circuit board of the system, for receiving an instant sensing image obtained by performing a photoelectric sensing operation facing the internal environment of the residential quarter; A continuous sharpening mechanism, disposed on the printed circuit board and connected to the content cache mechanism, for continuously performing an image content enhancement operation based on exponential transformation, a white balance operation based on a dynamic threshold, and a high-pass filter sharpening operation on the received instant sensing image, so as to obtain and output a corresponding continuous sharpened image; Specifically, the continuous sharpening mechanism is arranged on the printed circuit board and connected to the content cache mechanism, and is used to continuously perform an image content enhancement operation based on an exponential transformation, a white balance operation based on a dynamic threshold, and a high-pass filter sharpening operation on the received instant sensing image, so as to obtain and output a corresponding continuous sharpened image, including: selecting a CPLD device to implement the continuous sharpening mechanism, which is arranged on the printed circuit board and connected to the content cache mechanism, and is used to continuously perform an image content enhancement operation based on an exponential transformation, a white balance operation based on a dynamic threshold, and a high-pass filter sharpening operation on the received instant sensing image, so as to obtain and output a corresponding continuous sharpened image; A place detection device, arranged on the printed circuit board and connected to the continuous sharpening mechanism, is used to detect the image block of the children's play area at the central position of the internal environment of the residential quarter in the continuously sharpened image based on the color imaging characteristics corresponding to the children's play area at the central position of the internal environment of the residential quarter to output as the target image block; a parameter correction device connected to the place detection device, for determining a height value of a coding block used when performing intra-frame coding on the instantaneous sensing image as a whole based on the number of pixel rows occupied by the target image block; Wherein, determining the height value of the coding block used when performing intra-frame coding on the instant sensing image as a whole based on the number of pixel rows occupied by the target image block comprises: the smaller the number of pixel rows occupied by the target image block, the smaller the height value of the coding block used when performing intra-frame coding on the instant sensing image as a whole; Wherein, determining the height value of the coding block used when performing intra-frame coding on the instant sensing image as a whole based on the number of pixel rows occupied by the target image block further includes: determining the height value of the coding block used when performing intra-frame coding on the instant sensing image as a whole is determining the number of pixel rows occupied by the coding block used when performing intra-frame coding on the instant sensing image as a whole; Wherein, the continuous sharpening mechanism is arranged on the printed circuit board and connected to the content cache mechanism, and is used to continuously perform an image content enhancement operation based on exponential transformation, a white balance operation based on a dynamic threshold, and a high-pass filter sharpening operation on the received instant sensing image to obtain and output a corresponding continuous sharpened image, including: the continuous sharpening mechanism includes a primary sharpening unit, a secondary sharpening unit, and a tertiary sharpening unit; And wherein, a continuous sharpening mechanism is arranged on the printed circuit board and connected to the content caching mechanism, and is used to continuously perform an image content enhancement operation based on exponential transformation, a white balance operation based on a dynamic threshold, and a high-pass filtering sharpening operation on the received instant sensing image to obtain and output a corresponding continuously sharpened image, and also includes: the primary sharpening unit, the secondary sharpening unit, and the tertiary sharpening unit are connected in sequence.

[0014] Figure 2 This is a block diagram of the internal structure of a data analysis minicomputer algorithm operating system according to Embodiment 2 of the present invention.

[0015] Compared to Figure 1 , Figure 2 The data analysis minicomputer algorithm in the operating system can also include the following components: a state detection component, disposed near the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism and connected to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism respectively; Among them, the state detection component is arranged near the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism and is respectively connected to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism, including: the state detection component is used to provide the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism with a state monitoring service of whether their respective data volumes overflow.

[0016] Figure 3 This is a block diagram of the internal structure of a data analysis minicomputer algorithm operating system according to Embodiment 3 of the present invention.

[0017] Compared to Figure 1 , Figure 3 The data analysis minicomputer algorithm in the operating system can also include the following components: an oscillation generating component, disposed near the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content caching mechanism and connected to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content caching mechanism respectively; Among them, the oscillation generating component is arranged near the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content caching mechanism and is respectively connected to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content caching mechanism, including: the oscillation generating component is used to respectively realize the supply of working clock sequences to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content caching mechanism.

[0018] Next, the specific structure of the data analysis small computer algorithm operating system of the present invention is further described.

[0019] In a data analysis small computer algorithm operating system according to any one of the embodiments of the present invention: A GPU processing device is used to perform image data processing on the output data of the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism to obtain output processing data corresponding to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism respectively.

[0020] Using a GPU processing device to perform image data processing on the output data of the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit, and the content cache mechanism to obtain the output processing data corresponding to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit, and the content cache mechanism respectively includes: performing statistical sorting filtering on the output data of the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit, and the content cache mechanism to obtain the output processing data corresponding to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit, and the content cache mechanism respectively; Among them, using a GPU processing device to perform image data processing on the output data of the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism to obtain the output processing data corresponding to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism respectively includes: performing cubic polynomial interpolation on the output data of the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism to obtain the output processing data corresponding to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism respectively; Among them, using a GPU processing device to perform image data processing on the output data of the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism to obtain the output processing data corresponding to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism respectively includes: performing non-scaling transformation blur on the output data of the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism to obtain the output processing data corresponding to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism respectively; And wherein, a GPU processing device is used to perform image data processing on the output data of the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism to obtain the output processing data corresponding to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism respectively, including: performing Prewitt operator sharpening on the output data of the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism to obtain the output processing data corresponding to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism respectively.

[0021] In addition, in the data analysis small computer algorithm operating system, a continuous sharpening mechanism is arranged on the printed circuit board and connected to the content caching mechanism, and is used to continuously perform image content enhancement operations based on exponential transformation, white balance operations based on dynamic thresholds, and high-pass filter sharpening operations on the received instant sensing image to obtain and output the corresponding continuously sharpened image. It also includes: the first-level sharpening unit, the second-level sharpening unit, and the third-level sharpening unit respectively perform image content enhancement operations based on exponential transformation, white balance operations based on dynamic thresholds, and high-pass filter sharpening operations on the received image content.

[0022] Furthermore, the present invention can also be applied to a system composed of multiple devices (such as a host, an interface device, a reader, a printer, etc.), and can also be applied to an apparatus composed of one device. The present invention is not limited to the above-mentioned embodiments, and various changes and modifications can be made within the scope of the present invention. Therefore, in order to clarify the scope of the present invention, corresponding claims are applied.

Claims

1. A data analysis small computer algorithm operating system, characterized in that: The system comprises: A content caching mechanism, arranged on the printed circuit board of the system, for receiving an instant sensing image obtained by performing a photoelectric sensing operation facing the internal environment of the residential quarter; A continuous sharpening mechanism, disposed on the printed circuit board and connected to the content cache mechanism, for continuously performing an image content enhancement operation based on exponential transformation, a white balance operation based on a dynamic threshold, and a high-pass filter sharpening operation on the received instant sensing image, so as to obtain and output a corresponding continuous sharpened image; A place detection device, arranged on the printed circuit board and connected to the continuous sharpening mechanism, is used to detect the image block of the children's play area at the central position of the internal environment of the residential quarter in the continuously sharpened image based on the color imaging characteristics corresponding to the children's play area at the central position of the internal environment of the residential quarter to output as the target image block; a parameter correction device connected to the place detection device, for determining a height value of a coding block used when performing intra-frame coding on the instantaneous sensing image as a whole based on the number of pixel rows occupied by the target image block; Wherein, determining the height value of the coding block used when performing intra-frame coding on the instant sensing image as a whole based on the number of pixel rows occupied by the target image block comprises: the smaller the number of pixel rows occupied by the target image block, the smaller the height value of the coding block used when performing intra-frame coding on the instant sensing image as a whole; Wherein, determining the height value of the coding block used when performing intra-frame coding on the instant sensing image as a whole based on the number of pixel rows occupied by the target image block further includes: determining the height value of the coding block used when performing intra-frame coding on the instant sensing image as a whole is determining the number of pixel rows occupied by the coding block used when performing intra-frame coding on the instant sensing image as a whole; Among them, the continuous sharpening mechanism is arranged on the printed circuit board and connected to the content caching mechanism, and is used to continuously perform image content enhancement operations based on exponential transformation, white balance operations based on dynamic thresholds, and high-pass filtering sharpening operations on the received instant sensing images to obtain and output corresponding continuously sharpened images, including: the continuous sharpening mechanism includes a primary sharpening unit, a secondary sharpening unit, and a tertiary sharpening unit.

2. The data analysis small computer algorithm operating system according to claim 1, characterized in that: A continuous sharpening mechanism is arranged on the printed circuit board and connected to the content caching mechanism, and is used to continuously perform an image content enhancement operation based on exponential transformation, a white balance operation based on a dynamic threshold, and a high-pass filter sharpening operation on the received instant sensing image to obtain and output a corresponding continuously sharpened image. The mechanism also includes: the primary sharpening unit, the secondary sharpening unit, and the tertiary sharpening unit are connected in sequence.

3. The data analysis small computer algorithm operating system according to claim 2, characterized in that: The system further comprises: a state detection component, disposed near the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism and connected to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism respectively; Among them, the state detection component is arranged near the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism and is respectively connected to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism, including: the state detection component is used to provide the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism with a state monitoring service of whether their respective data volumes overflow.

4. The data analysis small computer algorithm operating system according to claim 2, characterized in that: The system further comprises: an oscillation generating component, disposed near the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content caching mechanism and connected to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content caching mechanism respectively; Among them, the oscillation generating component is arranged near the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content caching mechanism and is respectively connected to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content caching mechanism, including: the oscillation generating component is used to respectively realize the supply of working clock sequences to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content caching mechanism.

5. The data analysis small computer algorithm operating system according to any one of claims 2 to 4, characterized in that: A GPU processing device is used to perform image data processing on the output data of the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism to obtain output processing data corresponding to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism respectively.

6. The data analysis small computer algorithm operating system according to claim 5, characterized in that: Using a GPU processing device to perform image data processing on the output data of the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism to obtain the output processing data corresponding to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism respectively includes: performing statistical sorting filtering on the output data of the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism to obtain the output processing data corresponding to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism respectively.

7. The data analysis small computer algorithm operating system according to claim 5, characterized in that: Using a GPU processing device to perform image data processing on the output data of the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism to obtain the output processing data corresponding to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism respectively includes: performing cubic polynomial interpolation on the output data of the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism to obtain the output processing data corresponding to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism respectively.

8. The data analysis small computer algorithm operating system according to claim 5, characterized in that: Using a GPU processing device to perform image data processing on the output data of the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism to obtain the output processing data corresponding to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism respectively includes: performing non-scaling transformation blur on the output data of the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism to obtain the output processing data corresponding to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism respectively.

9. The data analysis small computer algorithm operating system according to claim 5, characterized in that: Using a GPU processing device to perform image data processing on the output data of the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism to obtain the output processing data corresponding to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism respectively includes: performing Prewitt operator sharpening on the output data of the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism to obtain the output processing data corresponding to the primary sharpening unit, the secondary sharpening unit, the tertiary sharpening unit and the content cache mechanism respectively.

Images