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
    Event2010 2nd International Symposium on Aware Computing, ISAC 2010 - Sapporo
    Duration: 2010 Nov 12010 Nov 4

    Other

    Other2010 2nd International Symposium on Aware Computing, ISAC 2010
    CitySapporo
    Period10/11/110/11/4

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    ASJC Scopus subject areas

    • Computational Theory and Mathematics
    • Computer Science Applications

    Cite this

    Ong, K. M., & 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 (pp. 251-256). [5670489] https://doi.org/10.1109/ISAC.2010.5670489

    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.

    Research output: Chapter in Book/Report/Conference proceedingConference 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, pp. 251-256, 2010 2nd International Symposium on Aware Computing, ISAC 2010, Sapporo, 10/11/1. https://doi.org/10.1109/ISAC.2010.5670489
    Ong KM, Kameyama W. 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. 2010. p. 251-256. 5670489 https://doi.org/10.1109/ISAC.2010.5670489
    Ong, Kok Meng ; Kameyama, Wataru. / Video summary based on human bio-signals - Evaluation of its applicability to first-time viewers. 2010 2nd International Symposium on Aware Computing, ISAC 2010 - Symposium Guide. 2010. pp. 251-256
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