• DocumentCode
    1862001
  • Title

    A new flame region orientation method based on CMYK color feature

  • Author

    Jiang Xiangang ; Tu Xiaobin ; Qiu Yunli

  • Author_Institution
    Basic Science School of East China Jiaotong University, China
  • fYear
    2012
  • fDate
    3-5 March 2012
  • Firstpage
    170
  • Lastpage
    173
  • Abstract
    In order to promote orientation efficiency of flame area in a forest fire monitoring system, this paper proposes a combination algorithm of color property based on CMYK color space and genetic algorithm. It implements and configures M, Y, K elements as the adaptation function factors and uses neighborhood region´s color lower order moments as the features and could gain a accurate primary orientation of forest flame of a frame image in 0.05 s. It will do further verification to the primary orientation of forest flame by color mutual information calculation between key template image and searched window region image. The experiments show that the algorithm has a better orientation result and calculation efficiency.
  • Keywords
    Color space; Forest flame; Genetic algorithm; Image matching; Mutual information;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Automatic Control and Artificial Intelligence (ACAI 2012), International Conference on
  • Conference_Location
    Xiamen
  • Electronic_ISBN
    978-1-84919-537-9
  • Type

    conf

  • DOI
    10.1049/cp.2012.0946
  • Filename
    6492553