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PAA
2002
14 years 10 months ago
Layered Representation of a Video Shot with Mosaicing
: This paper presents a motion segmentation method useful for representing efficiently a video shot as a static mosaic of the background plus sequences of the objects moving in the...
Emanuele Trucco, Francesca Odone, Andrea Fusiello
PAA
2002
14 years 10 months ago
Bagging, Boosting and the Random Subspace Method for Linear Classifiers
: Recently bagging, boosting and the random subspace method have become popular combining techniques for improving weak classifiers. These techniques are designed for, and usually ...
Marina Skurichina, Robert P. W. Duin
PAA
2002
14 years 10 months ago
Combining Discriminant Models with New Multi-Class SVMs
: The idea of performing model combination, instead of model selection, has a long theoretical background in statistics. However, making use of theoretical results is ordinarily su...
Yann Guermeur
62
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PAA
2002
14 years 10 months ago
A Feature-Based Serial Approach to Classifier Combination
Mark Last, Horst Bunke, Abraham Kandel
PAA
2002
14 years 10 months ago
Hierarchical Fusion of Multiple Classifiers for Hyperspectral Data Analysis
: Many classification problems involve high dimensional inputs and a large number of classes. Multiclassifier fusion approaches to such difficult problems typically centre around s...
Shailesh Kumar, Joydeep Ghosh, Melba M. Crawford