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A steel defect detection method based on edge feature extraction via the Sobel operator

Abstract Scratches and cracks in steel severely affect its service life and performance. However, owing to the irregular shapes and sizes of steel surface defects, defects within the same class may be different, whereas defects between classes may be similar. Existing methods focus only on spatial i...

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Bibliografske podrobnosti
Principais autores: Yuanyuan Wang, Tongtong Yin, Xiuchuan Chen, Abdullahi Suleiman Hauwa, Boyang Deng, Yemeng Zhu, Shangbing Gao, Haiyan Zang, Hu Zhao
Format: Artigo
Jezik:Inglês
Izdano: Nature Portfolio 2024-11-01
Serija:Scientific Reports
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Online dostop:https://doi.org/10.1038/s41598-024-79205-5
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