Paper Title:
Fabric Defect Detection Method Based on Gabor Filters
  Abstract

In this paper, a fabric defect detection method based on Gabor filter bank is present. In this method, the parameters of Gabor filter bank depend on the fabric texture feature. Using the Gabor filter bank with multi-frequency and multi-orientation, a textile image produces multi-image. Then, the images are reconstructed into one image for detecting defects. It is illustrated that most kinds of defects are correctly detected and segmented. The experimental results show that the algorithm is robust and has good detection effect.

  Info
Periodical
Advanced Materials Research (Volumes 301-303)
Chapter
Chapter 1: Material Science and Technology
Edited by
Riza Esa and Yanwen Wu
Pages
229-234
DOI
10.4028/www.scientific.net/AMR.301-303.229
Citation
Y. B. Liu, Z. T. Xiao, F. Zhang, J. Wu, "Fabric Defect Detection Method Based on Gabor Filters", Advanced Materials Research, Vols. 301-303, pp. 229-234, 2011
Online since
July 2011
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Price
$32.00
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