• DocumentCode
    2136534
  • Title

    Temporal multi-modal mean

  • Author

    Azmat, Shoaib ; Wills, Linda ; Wills, Scott

  • Author_Institution
    Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
  • fYear
    2012
  • fDate
    22-24 April 2012
  • Firstpage
    73
  • Lastpage
    76
  • Abstract
    A temporal reasoning technique is presented for scene analysis. Rather than simply classifying everything in a scene as either dynamically moving foreground or long-lasting, stationary background, a temporal model is used to place each scene object in time relative to each other. It attributes each scene object with temporal information, such as object age and observability (i.e., how often it is observed). This technique provides richer information about temporal scene events than traditional foreground/background segmentation. It builds on an existing low-cost adaptive background modeling technique that makes it suitable for embedded, real-time platforms.
  • Keywords
    image classification; image motion analysis; natural scenes; object detection; temporal reasoning; adaptive background modeling technique; dynamically moving foreground; embedded real-time platform; scene analysis; scene object; stationary background; temporal information; temporal multimodal mean; temporal reasoning technique; temporal scene events; Adaptation models; Cognition; Color; Computational modeling; Heuristic algorithms; Image color analysis; Observability; Multimodal mean; background modeling; scene analysis; temporal reasoning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Analysis and Interpretation (SSIAI), 2012 IEEE Southwest Symposium on
  • Conference_Location
    Santa Fe, NM
  • Print_ISBN
    978-1-4673-1831-0
  • Electronic_ISBN
    978-1-4673-1829-7
  • Type

    conf

  • DOI
    10.1109/SSIAI.2012.6202456
  • Filename
    6202456