Title
Model-based human action recognition
Abstract
The identification of human basic actions plays an important role for recognizing human activities in complex scene. In this paper we propose an approach for automatic human action recognition. The parametric model of human is extracted from image sequences using motion/texture based human detection and tracking. Action features from its model are carefully defined into the action interaction representation and used for the recognizing process. Performance of proposed method is tested experimentally using datasets under indoor environments.
Year
DOI
Venue
2010
10.1117/12.853223
Proceedings of SPIE
Keywords
Field
DocType
human action recognition,activity recognition,human modeling,video surveillance
Computer vision,Parametric model,Activity recognition,Computer science,Action recognition,Image processing,Digital image,Artificial intelligence,Motion analysis
Conference
Volume
ISSN
Citations 
7546
0277-786X
3
PageRank 
References 
Authors
0.43
6
3
Name
Order
Citations
PageRank
Nattapon Noorit150.80
Nikom Suvonvorn2193.50
montri karnchanadecha330.43