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Content-based video indexing for sports applications using integrated multi-modal approach

Published: 06 November 2005 Publication History

Abstract

To sustain an ongoing rapid growth of video information, there is an emerging demand for a sophisticated content-based video indexing system. However, current video indexing solutions are still immature and lack of any standard. This doctoral consists of a research work based on an integrated multi-modal approach for sports video indexing and retrieval. By combining specific features extractable from multiple audio-visual modalities, generic structure and specific events can be detected and classified. During browsing and retrieval, users will benefit from the integration of high-level semantic and some descriptive mid-level features such as whistle and close-up view of player(s).

References

[1]
Ekin, A. and Tekalp, M. Automatic Soccer Video Analysis and Summarization. IEEE Transaction on Image Processing, 12 (7). 796--807.
[2]
Nepal, S., Srinivasan, U. and Reynolds, G., Automatic detection of 'Goal' segments in basketball videos. in ACM International Conference on Multimedia, (Ottawa; Canada, 2001), ACM, 261--269.
[3]
Wu, C., Ma, Y.-F., Zhang, H.-J. and Zhong, Y.-Z., Events recognition by semantic inference for sports video. in Multimedia and Expo, 2002. Proceedings. 2002 IEEE International Conference on, (2002), 805--808.

Cited By

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  • (2012)Survey Of Existing Video Indexing Technique: An Overviewi-manager's Journal on Information Technology10.26634/jit.1.4.20131:4(13-18)Online publication date: 15-Nov-2012
  • (2012)Multi-video browsing and summarization2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops10.1109/CVPRW.2012.6239253(1-8)Online publication date: Jun-2012
  • (2011)Evaluating Integrated Weight Linear method to class imbalanced learning in video data2011 3rd Conference on Data Mining and Optimization (DMO)10.1109/DMO.2011.5976535(243-247)Online publication date: Jun-2011
  • Show More Cited By

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  1. Content-based video indexing for sports applications using integrated multi-modal approach

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      cover image ACM Conferences
      MULTIMEDIA '05: Proceedings of the 13th annual ACM international conference on Multimedia
      November 2005
      1110 pages
      ISBN:1595930442
      DOI:10.1145/1101149
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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      New York, NY, United States

      Publication History

      Published: 06 November 2005

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      Author Tags

      1. multi-modal event detection
      2. sports video indexing

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      MULTIMEDIA '05 Paper Acceptance Rate 49 of 312 submissions, 16%;
      Overall Acceptance Rate 2,145 of 8,556 submissions, 25%

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      Cited By

      View all
      • (2012)Survey Of Existing Video Indexing Technique: An Overviewi-manager's Journal on Information Technology10.26634/jit.1.4.20131:4(13-18)Online publication date: 15-Nov-2012
      • (2012)Multi-video browsing and summarization2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops10.1109/CVPRW.2012.6239253(1-8)Online publication date: Jun-2012
      • (2011)Evaluating Integrated Weight Linear method to class imbalanced learning in video data2011 3rd Conference on Data Mining and Optimization (DMO)10.1109/DMO.2011.5976535(243-247)Online publication date: Jun-2011
      • (2007)Human Behavior Analysis for Highlight Ranking in Broadcast Racket Sports VideoIEEE Transactions on Multimedia10.1109/TMM.2007.9028479:6(1167-1182)Online publication date: 1-Oct-2007
      • (2007)A Reliable Logo and Replay Detector for Sports VideoMultimedia and Expo, 2007 IEEE International Conference on10.1109/ICME.2007.4284995(1695-1698)Online publication date: Jul-2007
      • (2007)Clustering and Visualizing Audiovisual Dataset on Mobile Devices in a Topic-Oriented MannerAdvances in Visual Information Systems10.1007/978-3-540-76414-4_31(310-321)Online publication date: 2007

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