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

Kok Meng Ong, Wataru Kameyama

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

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.

Original languageEnglish
Title of host publication2010 2nd International Symposium on Aware Computing, ISAC 2010 - Symposium Guide
Pages251-256
Number of pages6
DOIs
Publication statusPublished - 2010 Dec 1
Event2010 2nd International Symposium on Aware Computing, ISAC 2010 - Sapporo, Japan
Duration: 2010 Nov 12010 Nov 4

Publication series

Name2010 2nd International Symposium on Aware Computing, ISAC 2010 - Symposium Guide

Conference

Conference2010 2nd International Symposium on Aware Computing, ISAC 2010
CountryJapan
CitySapporo
Period10/11/110/11/4

ASJC Scopus subject areas

  • Computational Theory and Mathematics
  • Computer Science Applications

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