• DocumentCode
    575384
  • Title

    A pattern matching technique robust to illumination changes and occlusion

  • Author

    Kondo, Toshiaki

  • Author_Institution
    Sch. of Inf., Comput. & Commun. Technol., Thammasat Univ., Pathumthani, Thailand
  • fYear
    2012
  • fDate
    20-23 Aug. 2012
  • Firstpage
    773
  • Lastpage
    776
  • Abstract
    This paper presents a novel pattern matching technique that is robust to both illumination changes and the occlusion problem. The robustness to changing lighting conditions is achieved by employing gradient orientation information in place of traditional image features such as intensities and gradients. The method is further made robust to the occlusion problem by introducing a voting strategy to the matching process. The proposed method is compared with three conventional template matching techniques. Simulation results show that the proposed method performs remarkably well under varying lighting conditions and is also robust to the occlusion problem.
  • Keywords
    feature extraction; gradient methods; image matching; lighting; gradient orientation information; illumination changes; image features; lighting conditions; occlusion; pattern matching technique; template matching techniques; voting strategy; Educational institutions; Hamming distance; Lighting; Measurement; Pattern matching; Robustness; Vectors; Pattern matching; block matching; motion estimation; object tracking; template matching;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE Annual Conference (SICE), 2012 Proceedings of
  • Conference_Location
    Akita
  • ISSN
    pending
  • Print_ISBN
    978-1-4673-2259-1
  • Type

    conf

  • Filename
    6318543