Personalized Summarization of Broadcasted Soccer Videos with Adaptive Fast-Forwarding

Fan Chen; Christophe Vleeschouwer

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.

Keywords: Personalized Video Summarization Adaptive Fast forwarding Soccer Video Analysis

Published: 2014-06-19

: http://dx.doi.org/10.1007/978-3-319-03892-6_1