• DocumentCode
    3418779
  • Title

    Research of image matching algorithm based on SURF features

  • Author

    Hui, Dong ; Yuan, Han Dian

  • Author_Institution
    Comput. Eng. Sch., WeiFang Univ., Weifang, China
  • fYear
    2012
  • fDate
    24-26 Aug. 2012
  • Firstpage
    1140
  • Lastpage
    1143
  • Abstract
    Previous images matching uses algorithm based on SIFT which has lots of calculating works and low time-efficiency. In this paper, we use SURF algorithm to detect and descript the interest points, and match the interest points by using high time-efficient KD-tree nearest neighbor searching method. The experimental result shows that it has good time efficiency and excellent robustness.
  • Keywords
    feature extraction; image matching; object detection; tree searching; KD-tree nearest neighbor searching method; SIFT; SURF feature; image matching algorithm; interest point detection; Image matching; KD-tree; image matching; speeded up robust features(SURF);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Information Processing (CSIP), 2012 International Conference on
  • Conference_Location
    Xi´an, Shaanxi
  • Print_ISBN
    978-1-4673-1410-7
  • Type

    conf

  • DOI
    10.1109/CSIP.2012.6309059
  • Filename
    6309059
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3418779