• DocumentCode
    1798546
  • Title

    An improved stereo matching algorithm based on corner points

  • Author

    Fang-ping Liu ; Pei Wang

  • Author_Institution
    Coll. of Electron. & Inf. Eng, Shanghai Normal Univ., Shanghai, China
  • fYear
    2014
  • fDate
    7-9 July 2014
  • Firstpage
    120
  • Lastpage
    123
  • Abstract
    The corners of Harris extracted based on the image gray gradient always have detection bias, because of the unclear gray gradient near the corners. In this paper, the `virtual corner´ is proposed, and the environmental difference also be introduced as a criterion. It can adjust the cruel of the competitive mechanism between corners adaptively. And it can reach a good matching result by combining with singular value decomposition. Experiments show that, this algorithm does not affect the corner matching speed, and the matching precision of corner points have greatly improved.
  • Keywords
    feature extraction; image colour analysis; image matching; stereo image processing; Harris corner extraction; corner points; image gray gradient; stereo matching algorithm; Accuracy; Algorithm design and analysis; Cost function; Educational institutions; Image matching; Matrix decomposition; Singular value decomposition; environmental difference; harris matching; virtual corner;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Audio, Language and Image Processing (ICALIP), 2014 International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4799-3902-2
  • Type

    conf

  • DOI
    10.1109/ICALIP.2014.7009769
  • Filename
    7009769