Activity Recognition

-Work done in Gatech

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, [pdf]

R. Hamid, S. Maddi, A. Johnson, A. Bobick, I. Essa, C. Isbell. "Discovery and Characterization of Activities from Event-Streams" UAI 2005.[pdf]

Y. Jing, V. Pavlovic, J. Rehg. "Efficient discriminative learning of Bayesian network classifiers via Boosted Augmented Naive Bayes",ICML'2005, [pdf]
Yifan Shi, Yan Huang, David Minnen, Aaron Bobick, Irfan Essa, "Propagation Networks for Recognizing Partially Ordered Sequential Activity", CVPR'2004, [website]
Pei Yin, Irfan Essa, James M. Rehg, "Asymmetrically Boosted HMM for Speech Reading". CVPR'2004,[website
D. Minnen, I. Essa, and T. Starner, "Expectation Grammars Leveraging High-Level Expectations for Activity Recognition", CVPR'2003, [website]
Yifan Shi, Aaron Bobick. "Representation and Recognition of Activity Using Propagation Nets",  Vision Interface (VI2003), Halifax, Canada, June 11-13, 2003. [pdf]
Yifan Shi Aaron F. Bobick. "P-Net: A Representation for Partially-Sequenced, Multi-stream Activity", IEEE Workshop on Event Mining: Detection and Recognition of Events in Video, CVPR'2003), Madison, WI, June 2003, 
M. Raffay Hamid, Yan Huang, Irfan Essa. "ARGMode - Activity Recognition using Graphical Models", IEEE Workshop on Event Mining: Detection and Recognition of Events in Video, CVPR'2003), Madison, WI, June 2003. [website]
Moore, Essa, "Recognizing Multitasked Activities using Stochastic Context-Free Grammar, using Video" In Proceedings of AAAI 2002, Edmonton, CANADA, August 2002. [PDF] [Project Page]
Moore, D., I. Essa, and M. Hayes, "Exploiting Human Actions and Object Context for Recognition Tasks", ICCV’99,

-Some other work

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"

 

 

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Last Updated Nov 1, 2005.