Research on image edge detection algorithm based on matched filtering

Wei Zhong; Yueqiu Jiang; Xin Zhang

doi:10.1117/12.3038195

12 September 2024 Research on image edge detection algorithm based on matched filtering

Wei Zhong, Yueqiu Jiang, Xin Zhang

Author Affiliations +

Proceedings Volume 13256, Fourth International Conference on Computer Vision and Pattern Analysis (ICCPA 2024); 132561B (2024) https://doi.org/10.1117/12.3038195
Event: Fourth International Conference on Computer Vision and Pattern Analysis (ICCPA 2024), 2024, Anshan, China

Abstract

This paper proposes a matched filtering edge detection method to overcome the weaknesses of traditional edge extraction methods, such as poor noise resistance, incomplete targets, and missing location information. Through this method, we can more effectively extract the edges of the target image, thereby obtaining extraction results with stronger edge-focusing ability.This method can effectively suppress the background, improve the integrity and accuracy of edge extraction.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Wei Zhong, Yueqiu Jiang, and Xin Zhang "Research on image edge detection algorithm based on matched filtering", Proc. SPIE 13256, Fourth International Conference on Computer Vision and Pattern Analysis (ICCPA 2024), 132561B (12 September 2024); https://doi.org/10.1117/12.3038195

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