Title :
Human activity analysis: Concentrating on Motion History Image and its variants
Author :
Ahad, Md Atiqur Rahman ; Tan, J.K. ; Kim, H. ; Ishikawa, S.
Author_Institution :
Dept. of Control Eng., Kyushu Inst. of Technol., Fukuoka, Japan
Abstract :
The Motion History Image (MHI) method is a view-based temporal template approach, which is simple and robust in representing movements, and hence MHI is widely employed by various research groups for action recognition, motion analysis, etc. This paper overviews motion history image (MHI)-based human motion recognition techniques. Since the inception of the motion history image template for motion recognition, various progresses have been adopted to improve this basic MHI technique. We have presented almost all the important variants of the MHI method in this paper. This paper has pointed some areas for further research at the top of this method.
Keywords :
image motion analysis; action recognition; human activity analysis; human motion recognition; motion analysis; motion history image template; view-based temporal template; Control engineering; History; Humans; Image analysis; Image motion analysis; Image recognition; Image sequences; Motion analysis; Pixel; Robust control; MEI; MHI; Motion analysis; moment; template-based approach;
Conference_Titel :
ICCAS-SICE, 2009
Conference_Location :
Fukuoka
Print_ISBN :
978-4-907764-34-0
Electronic_ISBN :
978-4-907764-33-3