A New Color-Texture Approach for Industrial Products Inspection
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| Title | A New Color-Texture Approach for Industrial Products Inspection |
| Authors | |
| Abstract | This work presents an approach for color-texture classification of industrial products. An extension of Gray Level Co-occurrence Matrix (GLCM) to color images is proposed. Statistical features are computed from an isotropic Color Co-occurrence Matrix for classification. The following color spaces are used: RGB, HSL and La*b*. New combination schemes for texture analysis are introduced. A comparison with Local Binary Patterns (LBP) is also performed. The tests were conducted in a variety of industrial samples. The obtained results are promising and show the possibility of efficiently classifying complex industrial products based on color and texture features. |
| Publisher | ACADEMY PUBLISHER |
| Date | 2008-07-01 |
| Source | Journal of Multimedia Vol 3, No 3 (2008) |
| Rights | Copyright © ACADEMY PUBLISHER - All Rights Reserved.To request permission, please check out URL: http://www.academypublisher.com/copyrightpermission.html. |