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08/07/2022
Video-based Human Action Recognition using Deep Learning: A Review
Human action recognition is an important application domain in computer ...
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07/08/2019
A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data
We present a new deep learning approach for real-time 3D human action re...
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12/26/2018
Learning to Recognize 3D Human Action from A New Skeleton-based Representation Using Deep Convolutional Neural Networks
Recognizing human actions in untrimmed videos is an important challengin...
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07/18/2018
Skeletal Movement to Color Map: A Novel Representation for 3D Action Recognition with Inception Residual Networks
We propose a novel skeleton-based representation for 3D action recogniti...
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03/21/2018
Exploiting deep residual networks for human action recognition from skeletal data
The computer vision community is currently focusing on solving action re...
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03/21/2018
Learning and Recognizing Human Action from Skeleton Movement with Deep Residual Neural Networks
Automatic human action recognition is indispensable for almost artificia...
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10/31/2016
Exploiting Spatio-Temporal Structure with Recurrent Winner-Take-All Networks
We propose a convolutional recurrent neural network, with Winner-Take-Al...
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12/13/2011
