• DocumentCode
    3003620
  • Title

    Color optical flow estimation based on gradient fields with extended constraints

  • Author

    Liao Bin ; Du Minghui ; Hu Jinlong

  • Author_Institution
    Sch. of Electron. & Inf. Eng., South China Univ. of Technol., Guangzhou, China
  • fYear
    2010
  • fDate
    11-12 June 2010
  • Firstpage
    279
  • Lastpage
    283
  • Abstract
    Traditional optical flow estimations are poor in real applications because premises of the brightness constancy model are not accurate in real environment. An Optical flow estimation technique for color image sequences based on gradient fields with extended constraints model is proposed. This presented technique establishes optical flow equations at gradient fields of color images to weaken optical estimation errors caused by illumination variations. Three groups of experiments show that the proposed algorithm is more accurate and robust than traditional algorithms.
  • Keywords
    gradient methods; image colour analysis; image sequences; lighting; brightness constancy model; color image sequences; color optical flow estimation; extended constraints model; gradient fields; illumination variations; Agricultural engineering; Brightness; Equations; Image color analysis; Image motion analysis; Information technology; Lighting; Optical computing; Optical fiber networks; Robustness; color images; extended constraints model; gradient fields; optical flow estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Networking and Information Technology (ICNIT), 2010 International Conference on
  • Conference_Location
    Manila
  • Print_ISBN
    978-1-4244-7579-7
  • Electronic_ISBN
    978-1-4244-7578-0
  • Type

    conf

  • DOI
    10.1109/ICNIT.2010.5508511
  • Filename
    5508511