Construction of Image Processing Model Based on Computer Vision Algorithm

As an important part of the mobile robot platform to perceive the external environment, the computer transmits the collected real-time images to the processing unit. After the image information is analyzed and processed, different functions are realized according to the actual needs. Image processin...

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Vydáno v:2023 IEEE International Conference on Image Processing and Computer Applications (ICIPCA) s. 1619 - 1623
Hlavní autor: Shao, Lin
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 11.08.2023
Témata:
Classification algorithms
Computational modeling
Computer vision
Computer vision algorithm
Distortion
Image processing
Model building
Technological innovation
Three-dimensional displays
Visual systems
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Shrnutí:As an important part of the mobile robot platform to perceive the external environment, the computer transmits the collected real-time images to the processing unit. After the image information is analyzed and processed, different functions are realized according to the actual needs. Image processing technology is a widely used technology type derived from the continuous development of computer technology. Using it in fruit detection and grading can improve the efficiency of fruit detection and grading, optimize the standard of fruit detection and grading, achieve the purpose of controlling the cost of manual detection and grading, and ensure the profit of fruit industry. We know that the human brain is the most effective biological intelligence system known, and the ability of human visual system to recognize, process and process images far exceeds any existing computer and information processing system. This paper implements image processing technology based on computer vision algorithm, so as to express the actual coordinates of objects in 3D space through 3D voxels, and can also correct the distorted images caused by projection. Compared with traditional BP neural network, image processing technology based on computer vision algorithm has more advantages and higher accuracy.
DOI:10.1109/ICIPCA59209.2023.10257770