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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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Detalles Bibliográficos
Autores principales: Wang, Bin, Liu, Yu, Wang, Wei, Xu, Wei, Zhang, Maojun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3806242/
https://www.ncbi.nlm.nih.gov/pubmed/24194681
http://dx.doi.org/10.1155/2013/405645