Discriminative human action classification using locality-constrained linear coding

•We propose using the locality-constrained linear coding for action classification.•Our sequence descriptor includes cell, block, and subsequence descriptors.•We use maximum pooling and a logistic regression classifier to encode each sequence.•We demonstrate the effectiveness of our algorithm on bot...

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Bibliographic Details

Published in:	Pattern recognition letters Vol. 72; pp. 62 - 71
Main Authors:	Rahmani, Hossein, Huynh, Du Q., Mahmood, Arif, Mian, Ajmal
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.03.2016
Subjects:	Human action classification Locality-constrained linear coding Sparse coding SVM classifier Human action classification Locality-constrained linear coding Sparse coding SVM classifier
ISSN:	0167-8655, 1872-7344
Online Access:	Get full text
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