• DocumentCode
    584627
  • Title

    An Area Based Image Matching Algorithm and Its Implementation

  • Author

    Guohua Yue ; Yu Xu

  • Author_Institution
    Coll. of Comput. Sci. & Technol., Xi´an Univ. of Sci. & Technol., Xi´an, China
  • fYear
    2012
  • fDate
    6-8 Nov. 2012
  • Firstpage
    147
  • Lastpage
    150
  • Abstract
    Aiming at the problems of the global image matching, an area based on image matching algorithm is presented. In the paper, the principle of area based image matching is given firstly and the algorithm is analyzed in detail. In the algorithm, in order to diminish the influence of the segmentation to image matching, color key feature points are chosen as the feature of image and weighted distance measurement are used to achieve the coarse image matching and get candidate locations. Dominant color extraction to candidate locations according to human vision, the final result is achieved by precise matching which is measured by color measurement. A large number of experimental results demonstrate the feasibility and efficiency of the algorithm.
  • Keywords
    feature extraction; image colour analysis; image matching; image segmentation; area based image matching algorithm; color key feature points; dominant color extraction; global image matching; human vision; image distance measurement; image matching segmentation; weighted distance measurement; Accuracy; Algorithm design and analysis; Educational institutions; Humans; Image color analysis; Image matching; Search problems; area based image matching; coarse to precise matching; distance measurement; dominant color;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Software Engineering (WCSE), 2012 Third World Congress on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4673-4546-0
  • Type

    conf

  • DOI
    10.1109/WCSE.2012.35
  • Filename
    6394940