• DocumentCode
    3368707
  • Title

    Color transfer via local binary patterns mapping

  • Author

    Yao, Chen ; Yang, Xiaokang ; Chen, Li ; Wang, Jian

  • Author_Institution
    Inst. of Image Commun. & Inf. Process., Shanghai Jiao Tong Univ., Shanghai, China
  • fYear
    2010
  • fDate
    26-29 Sept. 2010
  • Firstpage
    1825
  • Lastpage
    1828
  • Abstract
    Color transfer is a process of carrying over image colors from one image to another. Since images have diverse texture, color, content and other features, key challenge for color transfer is to find a correct mapping between image and target image. In this paper, a new color transfer method based on feature points extraction and local binary patterns(LBP) mapping is proposed. We construct a framework for feature points extraction and mapping. In the framework, we use SIFT descriptor for feature points selection and we design a LBP mapping method for feature points matching between source and target image. Final feature points in source image are obtained using this mapping. Greyscale source image and final feature points are used as inputs of a scribble-based colorization method to get the final color transfer result. Experimental results show the benefits of our method.
  • Keywords
    feature extraction; image colour analysis; image texture; transforms; LBP mapping; SIFT descriptor; color transfer method; correct mapping; feature points extraction; feature points selection; greyscale source image; image colors; local binary patterns mapping; scribble-based colorization method; target image; Color; Computer vision; Feature extraction; Graphics; Image color analysis; Image reconstruction; Pixel; LBP; SIFT; color transfer; colorization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2010 17th IEEE International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-7992-4
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2010.5653671
  • Filename
    5653671