• DocumentCode
    2431165
  • Title

    A new video object motion estimation technique, based on evolutionary programming

  • Author

    Cotua, J.G. ; Markhauser, Carlos Pantsios

  • Author_Institution
    Dept. of Electron. Eng., Univ. Simon Bolivar, Caracas, Venezuela
  • fYear
    2000
  • fDate
    2000
  • Abstract
    In order to achieve higher video coding efficiency, a new motion estimation and compensation technique has been developed, based on an evolutionary programming algorithm written in C++, that considers not only video object translations, but also rotations and color. The proposed method works as an optimization technique which uses co-evolutionary multipopulation strategy that processes the video objects of a previously segmented initial image of a video sequence, in order to build as many video object motion phenotype (VOMP) populations as main video objects are defined from the segmentation process. The designed and tested algorithm considers only one video object per planar image layer. A (VOMP) is a strings of concatenated parameters, representing predicted video object motion coefficients color information (R,G,B) and fitness values. A test frame is build with the aid of one phenotype string from each of the VOMP populations. Simulations with synthetic images have shown very encouraging results with the proposed motion estimation and compensation algorithm
  • Keywords
    genetic algorithms; image colour analysis; image segmentation; image sequences; motion compensation; motion estimation; video coding; color image analysis; compensation; evolutionary programming; image segmentation; image sequence; motion estimation; optimization; video coding; video object motion phenotype; video signal processing; Algorithm design and analysis; Concatenated codes; Genetic programming; Image segmentation; Motion estimation; Optimization methods; Process design; Testing; Video coding; Video sequences;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Devices, Circuits and Systems, 2000. Proceedings of the 2000 Third IEEE International Caracas Conference on
  • Conference_Location
    Cancun
  • Print_ISBN
    0-7803-5766-3
  • Type

    conf

  • DOI
    10.1109/ICCDCS.2000.869889
  • Filename
    869889