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IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 03/2012, Volume 34, Issue 3, pp. 574 - 586
Journal Article
Pattern Recognition, ISSN 0031-3203, 10/2012, Volume 45, Issue 10, pp. 3834 - 3843
In this paper, a feature extraction method is developed for texture description. To obtain discriminative patterns, we present a learning framework which is... 
Local binary pattern | Feature extraction | Texture descriptors | Feature evaluation and selection | LOCAL BINARY PATTERNS | CLASSIFICATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Anisotropy | Analysis | Databases | Facial | Classification | Images | Surface layer | Mathematical models | Texture | Invariants
Journal Article
IEEE Transactions on Geoscience and Remote Sensing, ISSN 0196-2892, 02/2013, Volume 51, Issue 2, pp. 818 - 832
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 08/2014, Volume 36, Issue 8, pp. 1532 - 1545
Journal Article
Journal Article
Pattern Recognition, ISSN 0031-3203, 04/2017, Volume 64, pp. 277 - 294
In this paper, a neural learning architecture for the well-known Bag-of-Features (BoF) model, called Neural Bag-of-Features, is proposed. The Neural BoF model... 
Bag-of-Features | Dictionary learning | RBF neural networks | UNIVERSAL | APPROXIMATION | REPRESENTATION | CLASSIFICATION | NETWORKS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | TEXTURE | DICTIONARY | CATEGORIZATION | SCALE | Noise control | Analysis | Algorithms | Neural networks | Machine learning
Journal Article
Pattern Recognition, ISSN 0031-3203, 02/2017, Volume 62, pp. 135 - 160
Journal Article
International Journal of Computer Vision, ISSN 0920-5691, 07/2010, Volume 88, Issue 3, pp. 447 - 460
Representing texture images statistically as histograms over a discrete vocabulary of local features has proven widely effective for texture classification... 
Textons | Basic Image Features | Texture classification | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Usage | Algorithms | Banks (Finance) | Analysis | Studies | Mathematical analysis | Classification | Surface layer | Images | Mathematical models | Clustering | Texture | Visual
Journal Article