Research on edge detection method of visual processing system

An edge detection algorithm based on Bertrand surface model was proposed to solve the problem of insufficient edge detection accuracy in current visual processing systems First of all, through the traditional detection algorithm of image contour edge contour pixel level, secondly, according to the basic principle of gradient value algorithm, combined with overall image pixel gray level distribution, calculated the whole pixel displacement and displacement based on pixel, regain Bertrand surface of subpixel edge curve, and then realize the edge detection Finally, a visual system is used to detect the edge of the measuring block, and the experimental results show that the improved Bertrand surface sub-pixel edge detection algorithm has higher accuracy.

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Publication Details

Published
2025-05-09
DOI
https://doi.org/10.1145/3756423.3756515
Primary Topic
Optical measurement and interference techniques
Type
article
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Research on edge detection method of visual processing system

A J Li, Yuancheng You, Zefu Liu, Yangqi Han et al.
Optical measurement and interference techniques
article

Research on edge detection method of visual processing system

A J Li, Yuancheng You, Zefu Liu, Yangqi Han, Yan Weiming, Na Zhang
article en

Abstract

An edge detection algorithm based on Bertrand surface model was proposed to solve the problem of insufficient edge detection accuracy in current visual processing systems First of all, through the traditional detection algorithm of image contour edge contour pixel level, secondly, according to the basic principle of gradient value algorithm, combined with overall image pixel gray level distribution, calculated the whole pixel displacement and displacement based on pixel, regain Bertrand surface of subpixel edge curve, and then realize the edge detection Finally, a visual system is used to detect the edge of the measuring block, and the experimental results show that the improved Bertrand surface sub-pixel edge detection algorithm has higher accuracy.

Openalex Percentile: Top 75%
Optical measurement and interference techniques
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