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
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;
Conference_Titel :
Aware Computing (ISAC), 2010 2nd International Symposium on
Conference_Location :
Tainan
Print_ISBN :
978-1-4244-8313-6
DOI :
10.1109/ISAC.2010.5670489