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Optical Engineering

Detection of local defects in textile webs using Gabor filters
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Paper Abstract

A method of image analysis is proposed for detection of local defects in materials with periodic regular texture. A general improvement and enlargement of vision system capabilities for versatility, full automatism, computational efficiency, and robustness in their application to the industrial inspection of periodic textured materials is pursued. In the proposed method, a multiscale and multiorientation Gabor filter scheme that imitates the early human vision process is applied to the sample under inspection. The designed algorithm automatically segments defects from the regular texture. A variety of examples of fabric inspection are presented. In all of them defects are successfully segmented from the texture background.

Paper Details

Date Published: 1 August 1998
PDF: 11 pages
Opt. Eng. 37(8) doi: 10.1117/1.601751
Published in: Optical Engineering Volume 37, Issue 8
Show Author Affiliations
Jaume Escofet, Dept. Optica Optometria (Spain)
Rafael Fonolla Navarro, CSIC Instituto de Optica (Spain)
Maria Sagrario Millan Garcia-Verela, Escola Univ. Optica Optometria (Spain)
Josep Mallofre Pladellorens, Escola Univ. Optica Optometria (Spain)


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