Computer Vision

Kishore K. Reddy and Mubarak Shah, “Recognizing 50 Human Action Categories of Web Videos”, Machine Vision and Applications, September 2012. (Journal)

Kishore K. Reddy, Naresh Cuntoor, Amitha Perera, and Anthony Hoogs, “Human Action Recognition in Large-Scale Datasets Using Histogram of Spatiotemporal Gradients”, to appear in Advanced Video and Signal-Based Surveillance (AVSS), September 2012. (Poster)

Kishore K. Reddy, Berkan Solmaz, Pingkun Yan, Nicholas G. Avgeropoulos, David J. Rippe, and Mubarak Shah, “Confidence Guided Enhancing Brain Tumor Segmentation in Multi-Parametric MRI”, International Symposium on Biomedical Imaging (ISBI), April 2012. (Oral)

Corey McCall, Kishore Reddy, and Mubarak Shah, “Macro-Class Selection for Hierarchical K-NN Classification of Inertial Sensor Data”, Second International Conference on Pervasive and Embedded Computing and Communication Systems (PECCS), February 2012. (Oral)

Sangmin Oh, Anthony Hoogs, Amitha Perera, Naresh Cuntoor, Chia-Chih Chen, Jong Taek Lee, Saurajit Mukherjee, JK Aggarwal, Hyungtae Lee, Larry Davis, Eran Swears, Xioyang Wang, Qiang Ji, Kishore Reddy, Mubarak Shah, Carl Vondrick, Hamed Pirsiavash, Deva Ramanan, Jenny Yuen, Antonio Torralba, Bi Song, Anesco Fong, Amit Roy-Chowdhury, Mita Desai, “A Large-scale Benchmark Dataset for Event Recognition in Surveillance Video“, Computer Vision and Pattern Recognition (CVPR), June 2011. (Poster)

Kishore Reddy, Jingen Liu, and Mubarak Shah, “Incremental Action Recognition Using Feature-Tree”, Int’l Conference on Computer Vision (ICCV), September 2009. (Poster)