Deep networks for audio event classification in soccer videos

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 stateof-the-art.

• Type: Journal
• Year: 2009
• Where: ICMCS
• Authors: Lamberto Ballan, Alessio Bazzica, Marco Bertini, Alberto Del Bimbo, Giuseppe Serra
• Keywords: Deep Belief Network, ICMCS 2009, Multimedia, Probabilistic Neural Network, Support Vector Machine