• DocumentCode
    3224665
  • Title

    Interactive Object Annotation for Construction of Video Information System

  • Author

    Wu, Xiaomeng ; Kamijo, Shunsuke ; Zhang, Wenli ; Sakauchi, Masao

  • Author_Institution
    Inst. of Ind. Sci., Tokyo Univ.
  • fYear
    2006
  • fDate
    Dec. 2006
  • Firstpage
    70
  • Lastpage
    77
  • Abstract
    In this paper, an interactive object annotation approach for video database will be proposed. The same semantic objects such as characters, backgrounds, and the main subjects in keyframes of each video shots can be queried and annotated based on the similarity of low-level features such as the color, area, and position of each region. An adaptive image enhancement algorithm is used for handling the lighting changes, and a region-based fuzzy feature matching approach is used for addressing the typical feature representation impreciseness. The content provider can then select relevant keyframes interactively from the results to annotate matched objects in them according to the descriptions that are added into the model. Based on this approach, a video information system is proposed for supporting video content generation. Furthermore, a novel practical application is constructed by using this support system and implemented to show the practicability of it
  • Keywords
    content-based retrieval; feature extraction; fuzzy systems; image enhancement; image matching; image reconstruction; image representation; interactive video; video databases; adaptive image enhancement algorithm; feature representation; interactive object annotation; lighting change handling; low-level feature; multimedia database; region-based fuzzy feature matching approach; semantic object; video content generation; video database; video information system; Construction industry; Digital video broadcasting; Image enhancement; Indexing; Information systems; Multimedia communication; Satellite broadcasting; Software libraries; Spatial databases; TV broadcasting; Multimedia Database; Object Annotation; Object Recognition; Semantic Content Analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia, 2006. ISM'06. Eighth IEEE International Symposium on
  • Conference_Location
    San Diego, CA
  • Print_ISBN
    0-7695-2746-9
  • Type

    conf

  • DOI
    10.1109/ISM.2006.97
  • Filename
    4061153