Papers

Activity Recognition

R. Hamid, A. Johnson, S. Batta, A. Bobick, C. Isbell, G. Coleman, "Detection and Explanation of Anomalous Activities: Representing Activities as Bags of Event n-Grams",CVPR'05, http://www.cc.gatech.edu/grads/h/Raffay.Hamid/hamid_cvpr2005.pdf
Y. Jing, V. Pavlovic, J. Rehg. "Efficient discriminative learning of Bayesian network classifiers via Boosted Augmented Naive Bayes",ICML'2005
Yifan Shi, Yan Huang, David Minnen, Aaron Bobick, Irfan Essa, "Propagation Networks for Recognizing Partially Ordered Sequential Activity", CVPR'2004, http://www.cc.gatech.edu/~monsoon/PropagationNet.htm
Pei Yin, Irfan Essa, James M. Rehg, "Asymmetrically Boosted HMM for Speech Reading". CVPR'2004, http://www.cc.gatech.edu/cpl/projects/speechreading/
D. Minnen, I. Essa, and T. Starner, "Expectation Grammars Leveraging High-Level Expectations for Activity Recognition", CVPR'2003, http://www.cc.gatech.edu/cpl/projects/expectationGrammars/
Moore, D., I. Essa, and M. Hayes, "Exploiting Human Actions and Object Context for Recognition Tasks", ICCV’99,

A. Yilmaz, M. Shah (ICCV '05),"Recognizing Human Actions in Videos Acquired by Uncalibrated Moving Cameras"
Y. Sheikh, M. Shah (ICCV '05),"Exploring the Space of an Action for Human Action Recognition"
M. Blank, L. Gorelick, E. Shechtman, M. Irani, R. Basri (ICCV '05)"Actions as Space-Time Shapes"
A. Yilmaz, M. Shah (CVPR '05), "Action Sketch: A Novel Action Representation"
E. Shechtman, M. Irani (CVPR '05), "Space-Time Behavioral Correlation"
V. Parameswaran, R. Chellappa (CVPR '03),"View Invariants for Human Action Recognition"
A. Efros, A. Berg, G. Mori, J. Malik (ICCV '03),"Recognizing Actions at a Distance"