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A user-centered approach to rushes summarisation via highlight-detected keyframes
Byrne, Daragh; Kehoe, Peter; Lee, Hyowon; Ó Conaire, Ciarán; Smeaton, Alan F.; O'Connor, Noel E.; Jones, Gareth J.F.
We present our keyframe-based summary approach for BBC Rushes video as part of the TRECVid Summarisation benchmark evaluation carried out in 2007. We outline our approach to summarisation that uses video processing for feature extraction and is informed by human factors considerations for summary presentation. Based on the performance of our generated summaries as reported by NIST, we subsequently undertook detailed failure analysis of our approach. The findings of this investigation as well as recommendations for alterations to our keyframe-based summary generation method, and the evaluation methodology for Rushes summaries in general, are detailed within this paper.
Keyword(s): Digital video; Information retrieval; Video Summarisation; BBC Rushes; TrecVid
Publication Date:
2007
Type: Other
Peer-Reviewed: Unknown
Language(s): English
Institution: Dublin City University
Citation(s): Byrne, Daragh ORCID: 0000-0002-2040-9765 <https://orcid.org/0000-0002-2040-9765>, Kehoe, Peter, Lee, Hyowon ORCID: 0000-0003-4395-7702 <https://orcid.org/0000-0003-4395-7702>, Ó Conaire, Ciarán, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 <https://orcid.org/0000-0003-1028-8389>, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 <https://orcid.org/0000-0002-4033-9135> and Jones, Gareth J.F. ORCID: 0000-0003-2923-8365 <https://orcid.org/0000-0003-2923-8365> (2007) A user-centered approach to rushes summarisation via highlight-detected keyframes. In: TVS 2007 - TRECVID BBC Rushes Summarization Workshop, 24-29 September 2007, Augsburg, Germany.
Publisher(s): Association for Computing Machinery
File Format(s): application/pdf
Related Link(s): http://doras.dcu.ie/409/1/trecvid_2007_2.pdf,
http://dx.doi.org/10.1145/1290031.1290037
First Indexed: 2009-11-05 02:00:39 Last Updated: 2019-02-09 07:03:44