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Learning Dictionaries of Sparse Codes of 3D Movements of Body Joints for Real-Time Human Activity Understanding

Real-time human activity recognition is essential for human-robot interactions for assisted healthy independent living. Most previous work in this area is performed on traditional two-dimensional (2D) videos and both global and local methods have been used. Since 2D videos are sensitive to changes o...

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Библиографические подробности
Опубликовано в: :PLoS One
Главные авторы: Qi, Jin, Yang, Zhiyong
Формат: Artigo
Язык:Inglês
Опубликовано: Public Library of Science 2014
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Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC4256388/
https://ncbi.nlm.nih.gov/pubmed/25473850
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0114147
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