Deep Networks for Audio Event Classification in Soccer Videos
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.
Citation:
Lamberto, Ballan; Alessio, Bazzica; Marco, Bertini; Alberto Del, Bimbo; Serra, Giuseppe "Deep Networks for Audio Event Classification in Soccer Videos" Proc. of IEEE International Conference on Multimedia & Expo (ICME), New York, NY, usa, pp. 474 -477 , June 28 - July 2, 2009, 2009 DOI: 10.1109/ICME.2009.5202537not available