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Abstract: This paper introduces a statistical framework for recognizing scenes from a baseball broadcast video. Inspired by the successes of statistical approaches in speech recognition field, we propose a data-driven approach to provide robust scene recognition. We use several global features and apply multi-stream Hidden Markov Models (HMMs) to control the weights among them. To achieve robustness against new scenes, we use a common simple structure for all the HMMs. In addition, game adaptation is... (Update)
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BibTeX entry: (Update)
@misc{ and-robust,
author = "Koichi Shinoda And",
title = "Robust Scene Recognition for Baseball Broadcast",
url = "citeseer.ist.psu.edu/754426.html" }
Citations (may not include all citations):653 Fundamentals of Speech Recognition (context) - Rabiner, Juang - 1993
228 Maximum likelihood linear regression for speaker adaptation .. (context) - Leggetter, Woodland - 1995
33 Automatic parsing of tv soccer programs (context) - Gong, Sin et al. - 1995
27 A survey on the automatic indexing of video data (context) - Brunelli, Mich et al. - 1999
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26 Automatic soccer video analysis and summarization - Ekin, Tekalp et al. - 2003
21 Structure analysis of sports video using domain models (context) - Zhong, Chang - 2001
20 Content analysis of video using principal component - Sahouria, Zakhor - 1999
18 Event based indexing of broadcasted sports video by intermod.. (context) - Babaguchi, Kawai et al. - 2002
12 Extract highlights from baseball game video with hidden Mark.. - Chang, Han et al. - 2002
12 The HTK book (for HTK version (context) - Young - 2002
7 Motion based event recognition using hmm (context) - Xu, Ma et al. - 2002
5 Event detection and summarization in sports video (context) - Li, Sezan - 2001
3 Hierarchical structure analysis of sport videos using hmms (context) - Kijak, Oisel et al. - 2003
2 Image retrieval using a new fractal feature and robust struc.. (context) - Mochizuki, Fujii et al. - 2003
2 Maximum entropy model-based baseball highlight detection and.. (context) - Gong, Han et al. - 2004
1 Robust highlight extraction using multi-stream hidden markov.. (context) - Nguyen, Shinoda et al. - 2005
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