Multi-Domain and Multi-Task Learning for Human Action Recognition

2019 ◽  
Vol 28 (2) ◽  
pp. 853-867 ◽  
Author(s):  
An-An Liu ◽  
Ning Xu ◽  
Wei-Zhi Nie ◽  
Yu-Ting Su ◽  
Yong-Dong Zhang
Keyword(s):  
Action Recognition ◽  
Human Action Recognition ◽  
Human Action ◽  
Task Learning

Single/multi-view human action recognition via regularized multi-task learning

2015 ◽  
Vol 151 ◽  
pp. 544-553 ◽  
Author(s):  
An-An Liu ◽  
Ning Xu ◽  
Yu-Ting Su ◽  
Hong Lin ◽  
Tong Hao ◽  
...  
Keyword(s):  
Action Recognition ◽  
Human Action Recognition ◽  
Human Action ◽  
Task Learning

Partwise bag‐of‐words‐based multi‐task learning for human action recognition

2013 ◽  
Vol 49 (13) ◽  
pp. 803-805 ◽  
Author(s):  
An‐An Liu ◽  
Yuting Su ◽  
Zan Gao ◽  
Tong Hao ◽  
Zhao‐Xuan Yang ◽  
...  
Keyword(s):  
Action Recognition ◽  
Human Action Recognition ◽  
Human Action ◽  
Bag Of Words ◽  
Task Learning

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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