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CVPR
2006
IEEE
14 years 3 months ago
Recognition of Composite Human Activities through Context-Free Grammar Based Representation
This paper describes a general methodology for automated recognition of complex human activities. The methodology uses a context-free grammar (CFG) based representation scheme to ...
Michael S. Ryoo, J. K. Aggarwal
ICIP
2010
IEEE
13 years 7 months ago
Human action recognition using the motion of interest points
Even if the problem of human action categorization from videos has received a lot of attention during the past decade, it remains a challenging problem in operative conditions due...
Francesco Monti, Carlo S. Regazzoni
ICCV
2005
IEEE
14 years 3 months ago
Exploring the Space of a Human Action
One of the fundamental challenges of recognizing actions is accounting for the variability that arises when arbitrary cameras capture humans performing actions. In this paper, we ...
Yaser Sheikh, Mumtaz Sheikh, Mubarak Shah
ICIP
2009
IEEE
14 years 10 months ago
Recognizing Human Actions By Fusing Spatio-temporal Appearance And Motion Descriptors
In this paper we propose a new method for human action categorization by using an effective combination of a new 3D gradient descriptor with an optic flow descriptor, to represent...
AVSS
2003
IEEE
14 years 3 months ago
A Reliable-Inference Framework for Recognition of Human Actions
We present an action recognition method based on the concept of reliable inference. Our approach is formulated in a probabilistic framework using posterior class ratios to verify ...
James W. Davis, Ambrish Tyagi