Evaluation of Research Theme CogB. Objectives. LEAR : LEA rning and R ecognition in vision Visual recognition and scene understanding Particular objects and scenes Object classes and categories Human motion and actions Strategy : Robust image description + learning techniques. Axes.
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Developing multimedia data and multimedia information processing
Find clusters and frequencies
Compute distance matrix
treesBag-of-features for image classification
Improved recognition for classes with structure
Histogram of oriented image gradients as image descriptor
SVM as classifier, importance weighted descriptors
Winner of the PASCAL challenge on human detection
[CVPR’04, ICML’04, PAMI’06], best student paper at the Rank Foundation Symposium on Machine Understanding of People