• DocumentCode
    1690767
  • Title

    Video summary based on human bio-signals -Evaluation of its applicability to first-time viewers-

  • Author

    Ong, Kok-Meng ; Kameyama, Wataru

  • Author_Institution
    Grad. Sch. of Global Inf. & Telecommun. Studies, Waseda Univ., Honjo, Japan
  • fYear
    2010
  • Firstpage
    251
  • Lastpage
    256
  • Abstract
    Digital video volume has been increasing exponentially for the past decade in both professional and amateur domains. In order to skim through video archives rapidly and efficiently, it is crucial to have a system to automatically generate video summary. In this paper, we propose to generate human-interest-aware video summary by reflecting human interest to the low-level video features. Human interest is obtained by modeling human bio-signals while they are watching the video. A subjective feedback experiment is carried out, and the video summaries which take human interest into account are evaluated better in conveying the story, impression, importance and interest of the full video.
  • Keywords
    medical signal processing; video signal processing; digital video volume; human bio-signals; human-interest-aware video summary; subjective feedback experiment; video archives; video content analysis techniques; Calibration; Rhythm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Aware Computing (ISAC), 2010 2nd International Symposium on
  • Conference_Location
    Tainan
  • Print_ISBN
    978-1-4244-8313-6
  • Type

    conf

  • DOI
    10.1109/ISAC.2010.5670489
  • Filename
    5670489