• DocumentCode
    1674023
  • Title

    Hierarchical motion compensation with spatial and luminance transformations

  • Author

    Rodrigues, Nuno M M ; da Silva, Vítor M M ; De Faria, Sérgio M M

  • Author_Institution
    Escola Superior de Tecnologia e Gestao, Instituto Politecnico de Leiria, Portugal
  • Volume
    3
  • fYear
    2001
  • fDate
    6/23/1905 12:00:00 AM
  • Firstpage
    518
  • Abstract
    We present a new method for motion compensation, which combines transformations in the spatial and luminance domains. In most standardised video compression algorithms, motion information is assumed to be translation only, as used by the traditional block matching algorithm (BMA). Such an assumption is not always correct, as in most scenes, namely head and shoulders, object motions are rotations and zooms, among other effects, which cannot be represented as translations. In order to compensate these complex motion features more accurately, we applied geometric transformations (BMGT) for motion compensation. Nevertheless, spatial transformations alone are unable to compensate situations like uncovered background, masking between objects or changes in lighting conditions. In this sense, we introduced an additional transformation in the luminance domain (BMGTI), which has proven to be appropriate to overcome such problems. Experimental results have shown that BMGTI exceeds the performance of BMGT by about 2 dB, and achieves better results than the global brightness compensation (GBC) technique. This method is implemented using a spatial hierarchical block structure, which allows video encoding at low bit rates and reduction of the computational complexity
  • Keywords
    brightness; data compression; image matching; image reconstruction; motion compensation; motion estimation; transform coding; video coding; block matching algorithm; computational complexity; geometric transformations; global brightness compensation; lighting conditions; luminance transformations; motion compensation; motion estimation; motion features; reconstructed image; spatial hierarchical block structure; spatial transformations; uncovered background; video compression; Bit rate; Brightness; Computational complexity; Encoding; Head; Layout; Motion compensation; Motion estimation; Telecommunications; Video compression;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2001. Proceedings. 2001 International Conference on
  • Conference_Location
    Thessaloniki
  • Print_ISBN
    0-7803-6725-1
  • Type

    conf

  • DOI
    10.1109/ICIP.2001.958165
  • Filename
    958165