Data di Pubblicazione:
2008
Citazione:
Nonparametric Bayesian attentive video analysis / G. Boccignone - In: 2008 ICPR: 19th International Conference on Pattern RecognitionLos Alamitos : IEEE Computer Society Press, 2008 Dec 11. - ISBN 9781424421749. - pp. 1-4 (( Intervento presentato al 19. convegno International Conference on Pattern Recognition 2008 tenutosi a Tampa, Florida, USA nel 2008 [10.1109/ICPR.2008.4760948].
Abstract:
We address the problem of object-based visual attention from a Bayesian standpoint. We contend with the issue of joint segmentation and saliency computation
suitable to provide a sound basis for dealing with higher level information related to objects present in dynamic
scene. To this end we propose a framework relying on nonparametric Bayesian techniques, namely variational inference on a mixture of Dirichlet processes.
Tipologia IRIS:
03 - Contributo in volume
Keywords:
Bayesian vision ; video ; Nonparametric Bayes
Elenco autori:
G. Boccignone
Link alla scheda completa:
Link al Full Text:
Titolo del libro:
2008 ICPR: 19th International Conference on Pattern Recognition