Flaw detection in jacquard fabrics using Gabor filters

被引：0

作者：

Bodnarova, A ^{[1
]}

Bennamoun, M ^{[1
]}

Latham, SJ ^{[1
]}

机构：

[1] Queensland Univ Technol, Space Ctr Satellite Navigat, Brisbane, Qld 4001, Australia

来源：

INTELLIGENT ROBOTS AND COMPUTER VISION XVIII: ALGORITHMS, TECHNIQUES, AND ACTIVE VISION | 1999年 / 3837卷

关键词：

flaw detection; jacquard fabrics; texture segmentation; Gabor filters; multiresolution decomposition;

D O I：

10.1117/12.360305

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

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.

引用

页码：254 / 265

页数：12

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