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SportSense: using motion queries to find scenes in sports videos

Published: 27 October 2013 Publication History

Abstract

We present SportSense, a system for interactive sports video retrieval using sketch-based motion queries. SportSense is based on sports videos of games, enriched with an overlay of metadata that incorporates spatio-temporal information about various events and movements. We present how sketch-based motion queries are formulated and executed, as well as the use of various intuitive input interfaces to acquire the query object. The system uses spatio-temporal index structures to facilitate interactive response times.

References

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M. Fleischman, H. Evans, and D. Roy. Unsupervised content-based indexing for sports video retrieval. In 9th ACM Workshop on Multimedia IR (MIR), 2007.
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H. Ben Shitrit, J. Berclaz, F. Fleuret, and P. Fua. Tracking Multiple People under Global Appearance Constraints. Int'l Conf. on Computer Vision, 2011.
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P. Wilhelm, P. Thomas, E. Monier, R. Timmermann, M. Dellnitz, F. Werner, and U. Ruckert. An Integrated Monitoring and Analysis System for Performance Data of Indoor Sport Activities. In Proc. 10th Australasian Conf. on Mathematics and Computers in Sport, Australia, 2010.
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Stats. www.stats.com. Accessed: 2013--8--8.
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Amisco Pro. www.amisco.eu. Accessed: 2013--8--8.
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MasterCoach. www.mastercoach.de. Accessed: 2013--8--8.
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Prozone. www.prozonesports.com. Accessed: 2013--8--8.
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Adidas miCoach. http://micoach.adidas.com. Accessed: 2013--8--8.
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ZXY. www.zxy.no. Accessed: 2013--8--8.
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R. Kreuzer, M. Springmann, I. Al Kabary, and H. Schuldt. An Interactive Paper and Digital Pen Interface for Query-by-Sketch Image Retrieval. In Proc. ECIR, 2012.
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Cited By

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  • (2023)Surch: Enabling Structural Search and Comparison for Surgical VideosProceedings of the 2023 CHI Conference on Human Factors in Computing Systems10.1145/3544548.3580772(1-17)Online publication date: 19-Apr-2023
  • (2020)Scalable Sketch-Based Sport Video Retrieval in the CloudCloud Computing – CLOUD 202010.1007/978-3-030-59635-4_16(226-241)Online publication date: 18-Sep-2020
  • (2014)Using Hand Gestures for Specifying Motion Queries in Sketch-Based Video RetrievalProceedings of the 36th European Conference on IR Research on Advances in Information Retrieval - Volume 841610.5555/2964060.2964126(733-736)Online publication date: 13-Apr-2014
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      cover image ACM Conferences
      CIKM '13: Proceedings of the 22nd ACM international conference on Information & Knowledge Management
      October 2013
      2612 pages
      ISBN:9781450322638
      DOI:10.1145/2505515
      Permission to make digital or hard copies of part or all 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 third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 27 October 2013

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      Author Tags

      1. content-based information retrieval
      2. motion queries
      3. query-by-sketch
      4. video search

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      CIKM'13: 22nd ACM International Conference on Information and Knowledge Management
      October 27 - November 1, 2013
      California, San Francisco, USA

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      CIKM '13 Paper Acceptance Rate 143 of 848 submissions, 17%;
      Overall Acceptance Rate 1,861 of 8,427 submissions, 22%

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      Cited By

      View all
      • (2023)Surch: Enabling Structural Search and Comparison for Surgical VideosProceedings of the 2023 CHI Conference on Human Factors in Computing Systems10.1145/3544548.3580772(1-17)Online publication date: 19-Apr-2023
      • (2020)Scalable Sketch-Based Sport Video Retrieval in the CloudCloud Computing – CLOUD 202010.1007/978-3-030-59635-4_16(226-241)Online publication date: 18-Sep-2020
      • (2014)Using Hand Gestures for Specifying Motion Queries in Sketch-Based Video RetrievalProceedings of the 36th European Conference on IR Research on Advances in Information Retrieval - Volume 841610.5555/2964060.2964126(733-736)Online publication date: 13-Apr-2014
      • (2014)Crowd-based Semantic Event Detection and Video Annotation for Sports VideosProceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia10.1145/2660114.2660119(63-68)Online publication date: 7-Nov-2014
      • (2014)Enhancing sketch-based sport video retrieval by suggesting relevant motion pathsProceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval10.1145/2600428.2609551(1227-1230)Online publication date: 3-Jul-2014
      • (2013)Towards Sketch-Based Motion Queries in Sports VideosProceedings of the 2013 IEEE International Symposium on Multimedia10.1109/ISM.2013.60(309-314)Online publication date: 9-Dec-2013

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