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Proceedings Paper

Gabor-filter-based automatic textile defect detection
Author(s): Li-Hong Ding; Le Xiao; Yu-Wen Zhu; Wanchun Liu; Yang Liu
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Paper 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%.

Paper Details

Date Published: 31 July 2002
PDF: 7 pages
Proc. SPIE 4875, Second International Conference on Image and Graphics, (31 July 2002); doi: 10.1117/12.477071
Show Author Affiliations
Li-Hong Ding, Beijing Institute of Technology (China)
Le Xiao, Beijing Institute of Technology (China)
Yu-Wen Zhu, Beijing Institute of Technology (China)
Wanchun Liu, Beijing Institute of Technology (China)
Yang Liu, Beijing Institute of Technology (China)

Published in SPIE Proceedings Vol. 4875:
Second International Conference on Image and Graphics
Wei Sui, Editor(s)

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