• DocumentCode
    3122892
  • Title

    A color histogram measure and its application to image segmentation

  • Author

    Yongjun Zheng ; Liying Zheng ; Daming Shi ; Barn, Balbir

  • Author_Institution
    Sch. of Sci. & Technol., Middlesex Univ., London, UK
  • Volume
    04
  • fYear
    2013
  • fDate
    14-17 July 2013
  • Firstpage
    1480
  • Lastpage
    1482
  • Abstract
    This paper proposes a histogram distance measure for region merging (HDMRM) to compute the weight matrix of the graph. Further, an improved image segmentation method by combining MS and Ncut is developed based on the HDMRM. Simulation results validate the proposed HDMRM.
  • Keywords
    graph theory; image colour analysis; image segmentation; matrix algebra; HDMRM; MS; Ncut; color histogram measure; graph weight matrix; histogram distance measure for region merging; image segmentation method; Abstracts; Annealing; Bismuth; Histograms; Image color analysis; Image segmentation; Merging; Color histogram distance; image segmentation; mean-shift; normalized cut;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2013 International Conference on
  • Conference_Location
    Tianjin
  • Type

    conf

  • DOI
    10.1109/ICMLC.2013.6890838
  • Filename
    6890838
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3122892