Color texture description with novel local binary patterns for effective image retrieval
作者：
Highlights：
• A local binary pattern for color images (LBPC) is developed to represent local color texture.
• A fusion of LBPC with LBP of hue image and color histogram is performed.
• The combined descriptor outperforms state-of-the-art local color descriptors.
• A time analysis shows significantly low computation time of proposed descriptor.
• Experimental results demonstrate the superior performance of proposed descriptor.
摘要
•A local binary pattern for color images (LBPC) is developed to represent local color texture.•A fusion of LBPC with LBP of hue image and color histogram is performed.•The combined descriptor outperforms state-of-the-art local color descriptors.•A time analysis shows significantly low computation time of proposed descriptor.•Experimental results demonstrate the superior performance of proposed descriptor.
论文关键词：Local binary pattern (LBP),Local binary pattern for color images (LBPC),Local binary pattern of hue component (LBPH),Local color texture,Image retrieval
论文评审过程：Received 22 June 2016, Revised 31 July 2017, Accepted 16 October 2017, Available online 17 October 2017, Version of Record 21 December 2017.
论文官网地址：https://doi.org/10.1016/j.patcog.2017.10.021
