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Efficient distance-based per-pixel texture classification with Gabor wavelet filters |
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| Authors: | Jaime Melendez Miguel Angel Garcia Domenec Puig |
| Affiliation: | 1. Intelligent Robotics and Computer Vision Group, Department of Computer Science and Mathematics, Rovira i Virgili University, Av. Pa?sos Catalans 26, 43007, Tarragona, Spain 2. Department of Informatics Engineering, Autonomous University of Madrid, Francisco Tomas y Valiente 11, 28049, Madrid, Spain |
| Abstract: | This paper proposes an efficient solution to the problem of per-pixel classification of textured images with multichannel Gabor wavelet filters based on a selection scheme that automatically determines a subset of prototypes that characterize each texture class. Results with Brodatz compositions and outdoor images, and comparisons with alternative classification techniques are presented. |
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