Title :
Regularized Discriminant Analysis for Holistic Human Activity Recognition
Author :
Mandal, Bappaditya ; Eng, How-Lung
Author_Institution :
Inst. for Infocomm Res., A*STAR, Singapore, Singapore
Abstract :
A holistic or appearance-based eigenfeature regularization methodology based on a three-parameter eigenmodel improves computer recognition of human activity.
Keywords :
computer vision; object recognition; appearance-based eigenfeature regularization methodology; holistic human activity computer recognition; regularized discriminant analysis; three-parameter eigenmodel; Eigenvalues and eigenfunctions; Face recognition; Feature extraction; Human factors; Noise Measurement; Principal component analysis; activity recognition; feature extraction; linear discriminant analysis; subspace methods;
Journal_Title :
Intelligent Systems, IEEE
DOI :
10.1109/MIS.2010.114
