Flaw detection in jacquard fabrics using Gabor filters

A Bodnarova, M Bennamoun, SJ Latham

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

5 Citations (Scopus)

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.
Original languageEnglish
Title of host publicationIntelligent Robots And Computer Vision Xviii: Algorithms, Techniques, And Active Vision
EditorsDP Casasent
PublisherSPIE
Pages254-265
Number of pages12
Volume3837
ISBN (Print)0-8194-3430-2
DOIs
Publication statusPublished - 1999
EventConference on Intelligent Robots and Computer Vision XVIII - Algorithms, Techniques, and Active Vision - BOSTON, Morocco
Duration: 20 Sept 199921 Sept 1999

Publication series

NameProceedings Of The Society Of Photo-optical Instrumentation Engineers (spie)

Conference

ConferenceConference on Intelligent Robots and Computer Vision XVIII - Algorithms, Techniques, and Active Vision
Country/TerritoryMorocco
CityBOSTON
Period20/09/9921/09/99

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