| | |
Summary: COMBINING FREE ENERGY SCORE SPACES WITH INFORMATION THEORETIC
KERNELS: APPLICATION TO SCENE CLASSIFICATION
M. Bicego1,2
, A. Perina1
, V. Murino1,2
, A. Martins3
, P. Aguiar4
, M. Figueiredo3
1
Dipartimento di Informatica, University of Verona - Verona, Italy
2
Istituto Italiano di Tecnologia (IIT) - Genova, Italy
3
Instituto de Telecomunicac¸~oes, Instituto Superior T´ecnico - Lisboa, Portugal
4
Instituto de Sistemas e Rob´otica, Instituto Superior T´ecnico - Lisboa, Portugal
ABSTRACT
Most approaches to learn classifiers for structured objects (e.g.,
images) use generative models in a classical Bayesian framework.
However, state-of-the-art classifiers for vectorial data (e.g., support
|
