• DocumentCode
    2704853
  • Title

    A Color Clustering Algorithm for Cloth Image

  • Author

    Hu, Xinrong ; Xiong, Naixue ; Cui, Shuqin ; Hui, Wang ; Wang, Jianchun

  • Author_Institution
    Dept. of Comput. Sci. & Technol., Wuhan Univ. of Sci. & Eng., Wuhan
  • fYear
    2008
  • fDate
    9-12 Dec. 2008
  • Firstpage
    1500
  • Lastpage
    1505
  • Abstract
    Color clustering is fluently exploited for many applications, especially in the fields of computer graphics and image processing. After studying the methods of color clustering, a new scheme based on ant colony clustering algorithm applied in cloth images is proposed in the paper. According to the pick up-drop theory, an improved ant algorithm is applied to group colors into certain clusters in the RGB space. Experimental result shows that the algorithm proposed in this paper has the advantages of an excellent robustness, a less time consumption, a simple realization and fitting for cloth image.
  • Keywords
    clothing; image colour analysis; optimisation; pattern clustering; RGB color space; ant colony clustering algorithm; cloth image processing; color clustering algorithm; computer graphics; pick up-drop theory; Application software; Clustering algorithms; Computer displays; Computer graphics; Computer science; Image color analysis; Image segmentation; Iterative algorithms; Pixel; Quantization; ant colony algorithm; cloth image; color clustering; color quantization; pick up-drop;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Asia-Pacific Services Computing Conference, 2008. APSCC '08. IEEE
  • Conference_Location
    Yilan
  • Print_ISBN
    978-0-7695-3473-2
  • Electronic_ISBN
    978-0-7695-3473-2
  • Type

    conf

  • DOI
    10.1109/APSCC.2008.78
  • Filename
    4780892