Intelligent Technologies for Interactive Entertainment. 5th International ICST Conference, INTETAIN 2013, Mons, Belgium, July 3-5, 2013, Revised Selected Papers

Research Article

Personalized Summarization of Broadcasted Soccer Videos with Adaptive Fast-Forwarding

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  • @INPROCEEDINGS{10.1007/978-3-319-03892-6_1,
        author={Fan Chen and Christophe Vleeschouwer},
        title={Personalized Summarization of Broadcasted Soccer Videos with Adaptive Fast-Forwarding},
        proceedings={Intelligent Technologies for Interactive Entertainment. 5th International ICST Conference, INTETAIN 2013, Mons, Belgium, July 3-5, 2013, Revised Selected Papers},
        proceedings_a={INTETAIN},
        year={2014},
        month={6},
        keywords={Personalized Video Summarization Adaptive Fast forwarding Soccer Video Analysis},
        doi={10.1007/978-3-319-03892-6_1}
    }
    
  • Fan Chen
    Christophe Vleeschouwer
    Year: 2014
    Personalized Summarization of Broadcasted Soccer Videos with Adaptive Fast-Forwarding
    INTETAIN
    Springer
    DOI: 10.1007/978-3-319-03892-6_1
Fan Chen1,*, Christophe Vleeschouwer2,*
  • 1: Japan Advanced Institute of Science and Technology
  • 2: Université catholique de Louvain
*Contact email: chen-fan@jaist.ac.jp, christophe.devleeschouwer@uclouvain.be

Abstract

We propose a hybrid personalized summarization framework that combines adaptive fast-forwarding and content truncation to generate comfortable and compact video summaries. We formulate video summarization as a discrete optimization problem, where the optimal summary is determined by adopting Lagrangian relaxation and convex-hull approximation to solve a resource allocation problem. Subjective experiments are performed to demonstrate the relevance and efficiency of the proposed method.