Extracting Discriminative Parts with Flexible Number from Low-Rank Features for Human Action Recognition

2016 ◽  
Vol 41 (8) ◽  
pp. 2987-3001 ◽  
Author(s):  
Shijian Huang ◽  
Junyong Ye ◽  
Tongqing Wang ◽  
Li Jiang ◽  
Yang Li ◽  
...  
Keyword(s):  
Action Recognition ◽  
Human Action Recognition ◽  
Human Action ◽  
Low Rank ◽  
Discriminative Parts

Discriminative parts learning for 3D human action recognition

2018 ◽  
Vol 291 ◽  
pp. 84-96 ◽  
Author(s):  
Min Huang ◽  
Guo-Rong Cai ◽  
Hong-Bo Zhang ◽  
Sheng Yu ◽  
Dong-Ying Gong ◽  
...  
Keyword(s):  
Action Recognition ◽  
Human Action Recognition ◽  
Human Action ◽  
Discriminative Parts

Extracting Refined Low-Rank Features of Robust PCA for Human Action Recognition

2015 ◽  
Vol 40 (5) ◽  
pp. 1427-1441 ◽  
Author(s):  
Shijian Huang ◽  
Junyong Ye ◽  
Tongqing Wang ◽  
Li Jiang ◽  
Xuegang Wu ◽  
...  
Keyword(s):  
Action Recognition ◽  
Human Action Recognition ◽  
Human Action ◽  
Low Rank ◽  
Robust Pca

Human action recognition using simple geometric features and a finite state machine

2013 ◽  
Vol 18 (2-3) ◽  
pp. 49-60 ◽  
Author(s):  
Damian Dudzńiski ◽  
Tomasz Kryjak ◽  
Zbigniew Mikrut
Keyword(s):  
Action Recognition ◽  
Finite State Machine ◽  
Recognition Rate ◽  
Human Action Recognition ◽  
Human Action ◽  
Video Stream ◽  
State Machine ◽  
Recognition Algorithm ◽  
Finite State ◽  
Correct Recognition Rate

Abstract In this paper a human action recognition algorithm, which uses background generation with shadow elimination, silhouette description based on simple geometrical features and a finite state machine for recognizing particular actions is described. The performed tests indicate that this approach obtains a 81 % correct recognition rate allowing real-time image processing of a 360 X 288 video stream.

Deep Learning for Human Action Recognition Survey

2018 ◽  
Vol 6 (10) ◽  
pp. 323-328
Author(s):  
K.Kiruba . ◽  
D. Shiloah Elizabeth ◽  
C Sunil Retmin Raj
Keyword(s):  
Deep Learning ◽  
Action Recognition ◽  
Human Action Recognition ◽  
Human Action

Human Action Recognition Based on Discriminative Sparse Coding Video Representation

ROBOT ◽  
2012 ◽  
Vol 34 (6) ◽  
pp. 745 ◽  
Author(s):  
Bin WANG ◽  
Yuanyuan WANG ◽  
Wenhua XIAO ◽  
Wei WANG ◽  
Maojun ZHANG
Keyword(s):  
Action Recognition ◽  
Sparse Coding ◽  
Human Action Recognition ◽  
Human Action ◽  
Video Representation
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