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

Kok Meng Ong; Wataru Kameyama

doi:10.1109/ISAC.2010.5670489

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

Kok Meng Ong^*, Wataru Kameyama

^*Corresponding author for this work

School of Fundamental Science and Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference 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 language	English
Title of host publication	2010 2nd International Symposium on Aware Computing, ISAC 2010 - Symposium Guide
Pages	251-256
Number of pages	6
DOIs	https://doi.org/10.1109/ISAC.2010.5670489
Publication status	Published - 2010 Dec 1
Event	2010 2nd International Symposium on Aware Computing, ISAC 2010 - Sapporo, Japan Duration: 2010 Nov 1 → 2010 Nov 4

Publication series

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

Conference

Conference	2010 2nd International Symposium on Aware Computing, ISAC 2010
Country/Territory	Japan
City	Sapporo
Period	10/11/1 → 10/11/4

ASJC Scopus subject areas

Computational Theory and Mathematics
Computer Science Applications

Access to Document

10.1109/ISAC.2010.5670489

Cite this

Video summary based on human bio-signals - Evaluation of its applicability to first-time viewers. / Ong, Kok Meng; Kameyama, Wataru.
2010 2nd International Symposium on Aware Computing, ISAC 2010 - Symposium Guide. 2010. p. 251-256 5670489 (2010 2nd International Symposium on Aware Computing, ISAC 2010 - Symposium Guide).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Ong, KM & Kameyama, W 2010, Video summary based on human bio-signals - Evaluation of its applicability to first-time viewers. in 2010 2nd International Symposium on Aware Computing, ISAC 2010 - Symposium Guide., 5670489, 2010 2nd International Symposium on Aware Computing, ISAC 2010 - Symposium Guide, pp. 251-256, 2010 2nd International Symposium on Aware Computing, ISAC 2010, Sapporo, Japan, 10/11/1. https://doi.org/10.1109/ISAC.2010.5670489

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

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