Flaw detection in jacquard fabrics using Gabor filters

Adriana Bodnarova; Mohammed Bennamoun; Shane J. Latham

doi:10.1117/12.360305

26 August 1999 Flaw detection in jacquard fabrics using Gabor filters

Adriana Bodnarova, Mohammed Bennamoun, Shane J. Latham

Proceedings Volume 3837, Intelligent Robots and Computer Vision XVIII: Algorithms, Techniques, and Active Vision; (1999) https://doi.org/10.1117/12.360305
Event: Photonics East '99, 1999, Boston, MA, United States

Abstract

This work is a part of ongoing research in the area of automatic visual inspection systems for real-time detection of fabric defects. The study aims to extend and evaluate the application of the joint space/spatial-frequency approach represented by the use of Gabor elementary functions for inspecting intricate jacquard patterns. It assesses the utility of multiresolution properties of Gabor-filters and the need for adaptive selection and integration of appropriate resolution levels of the image pyramid. The choice of the appropriate levels takes into consideration characteristics of the potential defects.

Citation Download Citation

Adriana Bodnarova, Mohammed Bennamoun, and Shane J. Latham "Flaw detection in jacquard fabrics using Gabor filters", Proc. SPIE 3837, Intelligent Robots and Computer Vision XVIII: Algorithms, Techniques, and Active Vision, (26 August 1999); https://doi.org/10.1117/12.360305

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