Multi-Scale Locality-Constrained Spatiotemporal Coding for Local Feature Based Human Action Recognition

We propose a Multiscale Locality-Constrained Spatiotemporal Coding (MLSC) method to improve the traditional bag of features (BoF) algorithm which ignores the spatiotemporal relationship of local features for human action recognition in video. To model this spatiotemporal relationship, MLSC involves...

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Bibliographic Details
Main Authors: Bin Wang, Yu Liu, Wei Wang, Wei Xu, Maojun Zhang
Format: Article
Language:English
Published: Wiley 2013-01-01
Series:The Scientific World Journal
Online Access:http://dx.doi.org/10.1155/2013/405645
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