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Multimedia content analysis and search: new perspectives and approaches

Published: 19 October 2009 Publication History
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  • Abstract

    After 15 years of extensive research, multimedia retrieval has finally come to its prime time when everything becomes accessible on the web. However, web search provides both a new paradigm and poses a new challenge to the multimedia retrieval research community. It calls for a rethinking of the traditional content-based approaches, especially in how to make use of the massive yet noisy meta data associated with the web pages and links. In this talk, we will first review some familiar approaches in content-based multimedia retrieval. Then, we will present a set of efforts in web multimedia search to illustrate interesting new thoughts that potentially will lead to new breakthroughs in multimedia search and stimulate new research ideas.

    Cited By

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    • (2013)Image Retrieval Using Fuzzy Color Histogram and Fuzzy String Matching: A Correlation-Based Scheme to Reduce the Semantic GapIntelligent Computing, Networking, and Informatics10.1007/978-81-322-1665-0_31(327-341)Online publication date: 18-Dec-2013
    • (2012)A unified context model for web image retrievalACM Transactions on Multimedia Computing, Communications, and Applications10.1145/2240136.22401418:3(1-19)Online publication date: 6-Aug-2012
    • (2011)User-Specific Video SummarizationProceedings of the 2011 International Conference on Multimedia and Signal Processing - Volume 0110.1109/CMSP.2011.51(213-219)Online publication date: 14-May-2011
    • Show More Cited By

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    1. Multimedia content analysis and search: new perspectives and approaches

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      Published In

      cover image ACM Conferences
      MM '09: Proceedings of the 17th ACM international conference on Multimedia
      October 2009
      1202 pages
      ISBN:9781605586083
      DOI:10.1145/1631272

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 19 October 2009

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      Author Tags

      1. content analysis
      2. multimedia
      3. search

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      MM09
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      MM09: ACM Multimedia Conference
      October 19 - 24, 2009
      Beijing, China

      Acceptance Rates

      Overall Acceptance Rate 995 of 4,171 submissions, 24%

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      MM '24
      The 32nd ACM International Conference on Multimedia
      October 28 - November 1, 2024
      Melbourne , VIC , Australia

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      Cited By

      View all
      • (2013)Image Retrieval Using Fuzzy Color Histogram and Fuzzy String Matching: A Correlation-Based Scheme to Reduce the Semantic GapIntelligent Computing, Networking, and Informatics10.1007/978-81-322-1665-0_31(327-341)Online publication date: 18-Dec-2013
      • (2012)A unified context model for web image retrievalACM Transactions on Multimedia Computing, Communications, and Applications10.1145/2240136.22401418:3(1-19)Online publication date: 6-Aug-2012
      • (2011)User-Specific Video SummarizationProceedings of the 2011 International Conference on Multimedia and Signal Processing - Volume 0110.1109/CMSP.2011.51(213-219)Online publication date: 14-May-2011
      • (2010)Contextual image retrieval modelProceedings of the ACM International Conference on Image and Video Retrieval10.1145/1816041.1816100(406-413)Online publication date: 5-Jul-2010
      • (2010)Relevance ranking in georeferenced video searchMultimedia Systems10.1007/s00530-009-0177-x16:2(105-125)Online publication date: 1-Mar-2010

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