Sciweavers

SSPR
2010
Springer
13 years 4 months ago
Non-parametric Mixture Models for Clustering
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),...
Pavan Kumar Mallapragada, Rong Jin, Anil K. Jain
SSPR
2010
Springer
13 years 3 months ago
Impact of Visual Information on Text and Content Based Image Retrieval
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 ...
Christophe Moulin, Christine Largeron, Mathias G&e...
SSPR
2010
Springer
13 years 4 months ago
Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models
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...
André F. T. Martins, Manuele Bicego, Vittor...
SSPR
2010
Springer
13 years 4 months ago
New Partially Labelled Tree Similarity Measure: A Case Study
David Rizo, José Manuel Iñesta Quere...
SSPR
2010
Springer
13 years 4 months ago
Content-Based Tile Retrieval System
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...
Pavel Vácha, Michal Haindl
Pattern Recognition
Top of PageReset Settings