Optimum Gabor filter design and local binary patterns for texture segmentation

Article English OPEN
Li, Ma; Staunton, Richard C.;
(2008)
  • Publisher: Elsevier BV * North Holland
  • Identifiers: doi: 10.1016/j.patrec.2007.12.001
  • Subject: QA76
    arxiv: Computer Science::Computer Vision and Pattern Recognition | Computer Science::Graphics
    acm: ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION

We present a novel approach to multi-texture image segmentation based on the formation of an effective texture feature vector. Texture sub-features are derived from the output of an optimized Gabor filter. The filter's parameters are selected by an immune genetic algori... View more
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