• DocumentCode
    2649405
  • Title

    Example-based color alternation for images

  • Author

    Li, Meng-Tsan ; Huang, Ming-Long ; Wang, Chung-Ming

  • Author_Institution
    Inst. of Comput. Sci. & Eng., Nat. Chung Hsing Univ., Taichung, Taiwan
  • Volume
    7
  • fYear
    2010
  • fDate
    16-18 April 2010
  • Abstract
    This paper presents an example-based color alternation algorithm between images. Dissimilar to a well-known conventional color transfer method, our approach takes into consideration the weighted influences of the source as well as the target image. Our algorithm automatically calculates the weights according to a fuzzy value, either derived from the statistical features of the source and target images, or adjusted by the users. As a result, our algorithm produces more natural, attractive, and versatile results. Our algorithm has five advantages. First, it is a general approach where the conventional method is a special case of our method. Second, it guarantees the success of color alternation, not always possible for using the conventional color transfer method. Third, the quality of the outcome images is more visually plausible than our counterparts´. Fourth, it is simple and efficient. It does not need to generate swatches, and results can be processed within seconds. Finally, it can produce more varied, versatile results that can be controlled by the users.
  • Keywords
    fuzzy set theory; image colour analysis; statistical analysis; color transfer method; example-based color alternation algorithm; fuzzy value; source images; statistical features; target images; Clustering algorithms; Color; Computer science; Digital images; Humans; Layout; Machine vision; Painting; Silver; Springs; Color alternation; Colors; Over-transformation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Engineering and Technology (ICCET), 2010 2nd International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-6347-3
  • Type

    conf

  • DOI
    10.1109/ICCET.2010.5485434
  • Filename
    5485434