Gabor-filter-based automatic textile defect detection

Li-Hong Ding; Le Xiao; Yu-Wen Zhu; Wanchun Liu; Yang Liu

doi:10.1117/12.477071

31 July 2002 Gabor-filter-based automatic textile defect detection

Li-Hong Ding, Le Xiao, Yu-Wen Zhu, Wanchun Liu, Yang Liu

Proceedings Volume 4875, Second International Conference on Image and Graphics; (2002) https://doi.org/10.1117/12.477071
Event: Second International Conference on Image and Graphics, 2002, Hefei, China

Abstract

This paper presents a multichannel Gabor filter scheme for on line textile defect detection. A textile image is processed by using the Gabor-filters with multiscale and multioriention and hereby form multi-images. Then, the images are reconstructed into one image for detecting defects. The experimental result shows that the algorithm is robust and computationally efficient. The overall detection rate is around 95%.

Citation Download Citation

Li-Hong Ding, Le Xiao, Yu-Wen Zhu, Wanchun Liu, and Yang Liu "Gabor-filter-based automatic textile defect detection", Proc. SPIE 4875, Second International Conference on Image and Graphics, (31 July 2002); https://doi.org/10.1117/12.477071

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