• DocumentCode
    1749884
  • Title

    Robust segmentation and representation of foreground key regions in video sequences

  • Author

    Hidalgo, Javier Ruiz ; Salembier, Philippe

  • Author_Institution
    Univ. Politecnica de Catalunya, Barcelona, Spain
  • Volume
    3
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    1565
  • Abstract
    This paper deals with the extraction and characterization of foreground objects in video sequences. The algorithm first computes the mosaic image representing the background information and then extracts foreground objects. In this last step, the foreground objects are progressively extracted taking into account the reliability of the contour information. This extraction step is based on morphological tools. Finally, the foreground objects are characterized by their shape, texture and motion trajectory. Moreover, some information about the temporal evolution of non rigid objects is also extracted. This feature extraction algorithm is particularly suitable for the indexing, search and retrieval applications
  • Keywords
    feature extraction; image representation; image retrieval; image segmentation; image sequences; image texture; mathematical morphology; motion estimation; video signal processing; background information; contour information reliability; feature extraction algorithm; foreground key-regions; foreground objects; image indexing; image retrieval; image searching; mosaic image; robust 2D motion estimation; temporal evolution; video representation; video segmentation; video sequences.; Data mining; Feature extraction; Image segmentation; Image sequence analysis; Indexing; Multimedia systems; Robustness; Shape; Software libraries; Video sequences;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
  • Conference_Location
    Salt Lake City, UT
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-7041-4
  • Type

    conf

  • DOI
    10.1109/ICASSP.2001.941232
  • Filename
    941232