ComputingComputer ScienceComputer VisionMachine LearningMachine VisionFeature DetectionImage ClassificationImage SegmentationImage TexturePattern RecognitionTexture AnalysisImage Texture AnalysisLocal Binary PatternsMulti-scale Texture AnalysisSupervised SegmentationTexture ClassificationTexture RecognitionTexture SegmentationTexture-based Classification
This paper benchmarks the simple local binary pattern (LBP) approach in the supervised texture segmentation problems of the recent comparative study of Randen and Husoy (1999). A multi-predicate version of LBP is proposed, making our approach even more powerful for images containing textures at multiple scales.
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Textures: A Photographic Album for Artists and Designers
Irwin Hersey, Phil Brodatz · Leonardo · 1968 · 2.7K citations