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2006
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Automatic Sports Video Genre Classification using Pseudo-2D-HMM

11 years 3 months ago
Automatic Sports Video Genre Classification using Pseudo-2D-HMM
Building a generic content-based sports video analysis system remains a challenging problem because of the diversity in sports rules and game features which makes it difficult to discover generic low-level features or high-level modeling algorithms. One possible alternative is to first classify the sports genre and then apply specific sports domain knowledge to perform analysis. In this paper we describe a multi-level framework to automatically recognize the genre of the sports video. The system consists of a Pseudo-2D-HMM classifier using low-level visual/audio features to evaluate the video clips. The experimental results are satisfactory and extension of the framework to a generic sports video analysis system is being implemented.
Jinjun Wang, Changsheng Xu, Engsiong Chng
Added 09 Nov 2009
Updated 09 Nov 2009
Type Conference
Year 2006
Where ICPR
Authors Jinjun Wang, Changsheng Xu, Engsiong Chng
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