• DocumentCode
    3087043
  • Title

    A Heuristic for the Retrieval of Objects in Low Resolution Video

  • Author

    Chevalier, Fanny ; Delest, Maylis ; Domenger, Jean-Philippe

  • Author_Institution
    Univ. of Bordeaux 1, Bordeaux
  • fYear
    2007
  • fDate
    25-27 June 2007
  • Firstpage
    144
  • Lastpage
    151
  • Abstract
    In this paper, we tackle the problem of matching of objects in video in the context of the rough indexing paradigm. In this context, the video data are of very low resolution and segmentation is consequently inaccurate. The region features (texture, color, shape) are not strongly relevant due to the resolution. The structure of the objects must be considered in order to improve the robustness of the matching of regions. Indeed, the problem of object matching can be expressed in terms of directed acyclic graph (DAG) matching. Here, we propose a method based on a heuristic in order to approach object matching. The results are compared with those of a method based on relaxation matching.
  • Keywords
    directed graphs; feature extraction; image colour analysis; image matching; image segmentation; image texture; object detection; video signal processing; directed acyclic graph matching; low resolution video; object color; object matching; object retrieval; object shape; object texture; region features; region matching; rough indexing; segmentation; Content based retrieval; Image retrieval; Image sampling; Image segmentation; Indexing; Robustness; Shape; Streaming media; Topology; Video compression; error-tolerant graph matching; heuristic; rough indexing paradigm; video object retrieval;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Content-Based Multimedia Indexing, 2007. CBMI '07. International Workshop on
  • Conference_Location
    Bordeaux
  • Print_ISBN
    1-4244-1011-8
  • Electronic_ISBN
    1-4244-1011-8
  • Type

    conf

  • DOI
    10.1109/CBMI.2007.385404
  • Filename
    4275067