149
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SSPR
14 years 11 months ago
2010 Springer 
Mixture models have been widely used for data clustering. However, commonly used mixture models are generally of a parametric form (e.g., mixture of Gaussian distributions or GMM),...
145
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SSPR
14 years 11 months ago
2010 Springer 
Abstract. Nowadays, multimedia documents composed of text and images are increasingly used, thanks to the Internet and the increasing capacity of data storage. It is more and more ...
138
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SSPR
14 years 11 months ago
2010 Springer 
Many approaches to learning classifiers for structured objects (e.g., shapes) use generative models in a Bayesian framework. However, state-of-the-art classifiers for vectorial d...
123
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SSPR
14 years 11 months ago
2010 Springer
Abstract. A content-based tile retrieval system based on the underlying multispectral Markov random field representation is introduced. Single tiles are represented by our approve...
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Pattern Recognition