• DocumentCode
    389701
  • Title

    An object tracking algorithm based on occlusion mesh model

  • Author

    Zhao, Jian-wei ; Wang, Peng ; Chong-Qing Liu

  • Author_Institution
    Inst. of Image Process. & Pattern Recognition, Shanghai Jiao Tong Univ., China
  • Volume
    1
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    288
  • Abstract
    The concept of an occlusion mesh model is introduced. An object tracking algorithm based on an occlusion mesh model is proposed. A modified occlusion detection method is considered to improve the detection accuracy. A mesh nodes motion estimation method based on feature window matching is presented to achieve sub-pixel resolution and overcome block artifacts produced by block matching. Experimental results indicate that the proposed algorithm is practical and feasible, it can be used for object tracking effectively. Also it solves the 2D motion estimation problem existing in occlusion regions and shows better visual performance.
  • Keywords
    minimisation; motion compensation; motion estimation; object detection; tracking; block matching; detection accuracy; feature window matching; motion estimation; object tracking algorithm; occlusion mesh model; sub-pixel resolution; Algorithm design and analysis; Electronic mail; Image processing; Interpolation; Layout; Motion compensation; Motion estimation; Object detection; Pattern recognition; Tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
  • Print_ISBN
    0-7803-7508-4
  • Type

    conf

  • DOI
    10.1109/ICMLC.2002.1176759
  • Filename
    1176759