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A Unified Approach for Modeling and Recognition of Individual Actions and Group Activities
A Unified Approach for Modeling Recognition of Individual Actions Group Activities
2012/9/18
Recognizing group activities is challenging due to the di-culties in isolating individual entities, nding the respective roles played by the individuals and representing the complex interactions amo...
Efficient Point-to-Subspace Query in $\ell^1$ with Application to Robust Face Recognition
point-to-subspace distance nearest subspace search Cauchy projection ace recog-nition subspace modeling
2012/9/18
Motivated by vision tasks such as robust face and object recognition, we consider the follow-ing general problem: given a collection of low-dimensional linear subspaces in a high-dimensional ambient (...
The false discovery rate for statistical pattern recognition
Statistical learning theory generalization error false discovery rate
2009/9/16
The false discovery rate (FDR) and false nondiscovery rate (FNDR) have received considerable attention in the literature on multiple testing. These performance measures are also appropriate for classi...
The False Discovery Rate for Statistical Pattern Recognition
Statistical learning theory generalization error false discovery rate
2010/3/17
The false discovery rate (FDR) and false nondiscovery rate
(FNDR) have received considerable attention in the literature on multiple
testing. These performance measures are also appropriate for clas...