In this work is presented a novel approach for the classification of audio concepts in broadcast soccer videos using deep belief network (DBN), a probabilistic neural network with several hidden layers. Comparison with support vector machine (SVM) classifiers has been carried on, showing that our preliminary results are promisingly comparable to the state-of- the-art.

Deep networks for audio event classification in soccer videos

SERRA, Giuseppe
2009

Abstract

In this work is presented a novel approach for the classification of audio concepts in broadcast soccer videos using deep belief network (DBN), a probabilistic neural network with several hidden layers. Comparison with support vector machine (SVM) classifiers has been carried on, showing that our preliminary results are promisingly comparable to the state-of- the-art.
978-1-4244-1291-1
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11390/1105582
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