| 2014 | CVPR | Temporally-Dependent Dirichlet Process Mixtures for Egocentric Video Segmentation. | Joseph W. Barker, James W. Davis |
| 2014 | ECCV | A Multi-transformational Model for Background Subtraction with Moving Cameras. | Daniya Zamalieva, Alper Yilmaz, James W. Davis |
| 2014 | ICPR | Exploiting Temporal Geometry for Moving Camera Background Subtraction. | Daniya Zamalieva, Alper Yilmaz, James W. Davis |
| 2012 | ACCV | One-Class Multiple Instance Learning and Applications to Target Tracking. | Karthik Sankaranarayanan, James W. Davis |
| 2012 | ICPR | Segmentation and scene modeling for MIL-based target localization. | Karthik Sankaranarayanan, James W. Davis |
| 2011 | CVPR | Object association across PTZ cameras using logistic MIL. | Karthik Sankaranarayanan, James W. Davis |
| 2011 | CVPR | Using Ripley's K-function to improve graph-based clustering techniques. | Kevin Streib, James W. Davis |
| 2010 | ACCV | PTZ Camera Modeling and Panoramic View Generation via Focal Plane Mapping. | Karthik Sankaranarayanan, James W. Davis |
| 2010 | AVSS | Learning Directed Intention-driven Activities using Co-Clustering. | Karthik Sankaranarayanan, James W. Davis |
| 2010 | AVSS | Extracting Pathlets FromWeak Tracking Data. | Kevin Streib, James W. Davis |
| 2010 | ISVC | Learning Scene Entries and Exits Using Coherent Motion Regions. | Matthew Nedrich, James W. Davis |
| 2010 | ISVC | Attention-Based Target Localization Using Multiple Instance Learning. | Karthik Sankaranarayanan, James W. Davis |
| 2010 | ISVC | Exploiting Multiple Cameras for Environmental Pathlets. | Kevin Streib, James W. Davis |
| 2008 | AVSS | A Fast Linear Registration Framework for Multi-camera GIS Coordination. | Karthik Sankaranarayanan, James W. Davis |
| 2008 | CVPR | 3D occlusion recovery using few cameras. | Mark A. Keck, James W. Davis |
| 2008 | CVPR | A recursive filter for linear systems on Riemannian manifolds. | Ambrish Tyagi, James W. Davis |
| 2008 | WACV | An Efficient Active Camera Model for Video Surveillance. | Karthik Sankaranarayanan, James W. Davis |
| 2007 | CVPR | Simultaneous Detection and Segmentation of Pedestrians using Top-down and Bottom-up Processing. | Vinay Sharma, James W. Davis |
| 2007 | CVPR | Kernel-Based 3D Tracking. | Ambrish Tyagi, Mark A. Keck, James W. Davis, Gerasimos Potamianos |
| 2007 | ICCV | Integrating Appearance and Motion Cues for Simultaneous Detection and Segmentation of Pedestrians. | Vinay Sharma, James W. Davis |
| 2007 | WACV | Building Adaptive Camera Models for Video Surveillance. | James W. Davis, Alexander M. Morison, David D. Woods |
| 2007 | WACV | Extraction of Person Silhouettes from Surveillance Imagery using MRFs. | Vinay Sharma, James W. Davis |
| 2006 | CVPR | Feature-level Fusion for Object Segmentation using Mutual Information. | Vinay Sharma, James W. Davis |
| 2006 | ECCV | Sampling Representative Examples for Dimensionality Reduction and Recognition - Bootstrap Bumping LDA. | Hui Gao, James W. Davis |
| 2005 | CVPR | Fusion-Based Background-Subtraction using Contour Saliency. | James W. Davis, Vinay Sharma |
| 2005 | WACV | A Two-Stage Template Approach to Person Detection in Thermal Imagery. | James W. Davis, Mark A. Keck |
| 2004 | CVPR | Sequential Reliable-Inference for Rapid Detection of Human Actions. | James W. Davis |
| 2004 | CVPR | Gender Recognition from Walking Movements using Adaptive Three-Mode PCA. | James W. Davis, Hui Gao |
| 2004 | CVPR | Robust Background-Subtraction for Person Detection in Thermal Imagery. | James W. Davis, Vinay Sharma |
| 2004 | ICPR | Robust Detection of People in Thermal Imagery. | James W. Davis, Vinay Sharma |
| 2003 | AVSS | A Reliable-Inference Framework for Recognition of Human Actions. | James W. Davis, Ambrish Tyagi |
| 2003 | ICCV | Recognizing Human Action Efforts: An Adaptive Three-Mode PCA Framework. | James W. Davis, Hui Gao |
| 2002 | ICPR | Analysis and Recognition of Walking Movements. | James W. Davis, Stephanie R. Taylor |
| 2002 | SIGGRAPH | Expressive features for movement exaggeration. | James W. Davis, Vignesh S. Kannappan |
| 2000 | CVPR | Categorical Representation and Recognition of Oscillatory Motion Patterns. | James W. Davis, Whitman Richards, Aaron F. Bobick |
| 2000 | WACV | Motion segmentation and pose recognition with motion history gradients. | Gary R. Bradski, James W. Davis |
| 1997 | CVPR | The Representation and Recognition of Human Movement Using Temporal Templates. | James W. Davis, Aaron F. Bobick |
| 1997 | CVPR | Real-time closed-world tracking. | Stephen S. Intille, James W. Davis, Aaron F. Bobick |
| 1996 | ICPR | An appearance-based representation of action. | Aaron F. Bobick, James W. Davis |
| 1996 | WACV | Real-time recognition of activity using temporal templates. | Aaron F. Bobick, James W. Davis |
| 1994 | ECCV | Recognizing Hand Gestures. | James W. Davis, Mubarak Shah |