A review of Convolutional-Neural-Network-based action recognition

•We provide a review of Convolutional Neural Network based action recognition.•The review follows a clue of temporal information exploitation.•We discuss the performance of action recognition on recent large-scale benchmarks.•We indicate the limitations and future research of Convolutional Neural Ne...

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Bibliographic Details

Published in:	Pattern recognition letters Vol. 118; pp. 14 - 22
Main Authors:	Yao, Guangle, Lei, Tao, Zhong, Jiandan
Format:	Journal Article
Language:	English
Published:	Amsterdam Elsevier B.V 01.02.2019 Elsevier Science Ltd
Subjects:	Action recognition Action representation Artificial neural networks Convolutional Neural Network Deep learning Exploration Feature extraction Moving object recognition Multimedia Neural networks Reviews Action recognition Deep learning Convolutional Neural Network Action representation
ISSN:	0167-8655, 1872-7344
Online Access:	Get full text
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