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James Davis

  • Professor, Computer Science & Engineering
  • 491 Dreese Laboratories
    2015 Neil Ave
    Columbus, OH 43210
  • 614-292-1553

Honors

  • 20150401

    Innovators Award.

  • 20120501

    Lumley Engineering Research Award.

  • 20101101

    Best Paper Award.

  • 20100901

    Computer Vision and Pattern Recognition Outstanding Reviewer Award.

  • 20100301

    CSE Departmental Teaching Award.

  • 20050501

    Lumley Engineering Research Award.

  • 20021201

    Lockheed-Martin Best Paper Award.

Chapters

2009

  • 2009. "Human Detection and Tracking." In Encyclopedia of Biometrics, edited by S. Li,

1997

  • 1997. "Action Recognition Using Temporal Templates." In Motion-Based Recognition, edited by M. Shah and R. Jain,

Journal Articles

2011

  • M. Keck and J. Davis, 2011, "Recovery and Reasoning about Occlusions in 3D using Few Cameras with Applications to 3D Tracking." International Journal of Computer Vision 95, no. 3, 240-264 - 240-264.
  • Keck M. and Davis J., 2011, "Recovery and Reasoning about Occlusions in 3D using Few Cameras with Applications to 3D Tracking." International Journal of Computer Vision 95, no. 3, 240-264 - 240-264.

2009

  • V. Sharma and J. Davis, 2009, "A Feature-Selection Approach to Fusion of Electro-Optical and Infrared Imagery." Electronic Image & Signal Processing February, 3 pages - 3 pages.

2007

  • Davis J., Morison A., and Woods D., 2007, "An Adaptive Focus-of-Attention Model for Video Surveillance and Monitoring." Machine Vision and Applications Journal 18, no. 1, 41-64 - 41-64.
  • Davis J. and Sharma V., 2007, "Background-Subtraction using Contour-based Fusion of Thermal and Visible Imagery." Computer Vision and Image Understanding 106, no. 2-3, 162-182 - 162-182.
  • Murray, A., Kim, K., Davis, J., Machiraju, R., and Parent, R., 2007, "Coverage Optimization to Support Security Monitoring." Computers, Environment and Urban Systems 31, 133-147 - 133-147.

2006

  • H. Gao and J. Davis, 2006, "Why Direct LDA is not Equivalent to LDA." Pattern Recognition 39, 1002-1006 - 1002-1006.
  • J. Davis and A. Tyagi, 2006, "Minimal-Latency Human Action Recognition using Reliable-Inference." Image and Vision Computing 24, 455-472 - 455-472.

2004

  • R. Tan and J. Davis, 2004, "Differential Video Coding of Face and Gesture Events in Presentation Videos." Computer Vision and Image Understanding 96, no. 2, 200-215 - 200-215.
  • J. Davis and H. Gao, 2004, "An Expressive Three-Mode Principal Components Model for Gender Recognition." Journal of Vision 4, no. 5, 362-377 - 362-377.

2003

  • J. Davis and H. Gao, 2003, "An Expressive Three-Mode Principal Components Model of Human Action Style." Image and Vision Computing 21, no. 11, 1001-1016 - 1001-1016.

2002

  • G. Bradski and J. Davis, 2002, "Motion Segmentation and Pose Recognition with Motion History Gradients." International Journal of Machine Vision and Applications 13, no. 3, 174-184 - 174-184.
  • Bradski G. and Davis J., 2002, "Motion Segmentation and Pose Recognition with Motion History Gradients." International Journal of Machine Vision and Applications 13, no. 3, 174-184 - 174-184.

2001

  • A. Bobick and J. Davis, 2001, "The Recognition of Human Movement Using Temporal Templates." IEEE Transactions on Pattern Analysis and Machine Intelligence 23, no. 3, 257-267 - 257-267.

2000

  • Pinhanez C., Davis J., Intille S., Johnson M., Wilson A., Bobick A., and Blumberg B., 2000, "Physically Interactive Story Environments." IBM Systems Journal 39, no. 3/4, 438-455 - 438-455.
  • C. Pinhanez, J. Davis, S. Intille, M. Johnson, A. Wilson, A. Bobick, and B. Blumberg, 2000, "Physically Interactive Story Environments." IBM Systems Journal 39, no. 3/4, 438-455 - 438-455.

1999

  • Davis J. and Shah M., 1999, "Toward 3-D Gesture Recognition." International Journal of Pattern Recognition and Artificial Intelligence 13, no. 3, 381-393 - 381-393.
  • Bobick A., Intille S., Davis J., Baird F., Pinhanez C., Campbell L., Ivanov Y., Schutte A., and Wilson A., 1999, "The KidsRoom: A Perceptually-Based Interactive and Immersive Story Environment." Presence: Teleoperators and Virtual Environments 8, no. 4, 367-391 - 367-391.
  • J. Davis and M. Shah, 1999, "Toward 3-D Gesture Recognition." International Journal of Pattern Recognition and Artificial Intelligence 13, no. 3, 381-393 - 381-393.

1994

  • Davis J. and Shah M., 1994, "Visual Gesture Recognition." Vision, Image and Signal Processing 141, no. 2, 101-106 - 101-106.
  • J. Davis and M. Shah, 1994, "Visual Gesture Recognition." Vision, Image and Signal Processing 141, no. 2, 101-106 - 101-106.

Presentations

  • "Academic Audio Engineering and Commercialization (from concept, to prototype, to product)." 2015, Presented at Middle Tennessee State University,
  • "Academic Audio Engineering and Commercialization (from concept, to prototype, to product)." 2015, Presented at Belmont University,
  • "Academic Audio Engineering and Commercialization (from concept, to prototype, to product)." 2016, Presented at University of Central Florida,
  • "Recognizing Hand Gestures." 1994, Presented at European Conference on Computer Vision,
  • "Virtual PAT: A Virtual Personal Aerobics Trainer." 1998, Presented at Workshop on Perceptual User Interfaces,
  • "Visual Categorization of Children and Adult Walking Styles." 2001, Presented at International Conference on Audio- and Video-based Biometric Person Authentication,
  • "Representing and Recognizing Human Motion: From Templates to Categories (Invited)." 2001, Presented at International Conference on Intelligent Robots and Systems (IROS) Workshop on Digital Human Modeling,
  • "A Perceptual User Interface for Recognizing Head Gesture Acknowledgements." 2001, Presented at ACM Workshop on Perceptual User Interfaces,
  • "Computer Recognition of Human Actions." 2003, Presented at Siemens Vision Series,
  • "Control, Registration, and Exploitation of Video Sensor Networks." 2009, Presented at Workshop on Distributed Video Sensor Networks (invitation-only workshop),
  • "Real-time Recognition of Activity Using Temporal Templates." 1996, Presented at IEEE Workshop on Applications of Computer Vision,
  • "Categorical Representation and Recognition of Oscillatory Motion Patterns." 2000, Presented at IEEE Conference on Computer Vision and Pattern Recognition,
  • "Motion Recognition: From Templates to Categories." 2000, Presented at Speaker Series,
  • "Representing and Recognizing Human Actions." 2004, Presented at CMU Departmental Speaker Series,
  • "Future of Video Surveillance." 2007, Presented at ASIS (American Society for Industrial Security) Annual Seminar and Exhibits,
  • "Behavior Analysis in Surveillance Video." 2012, Presented at ECE Colloquium, Boston University,
  • "The KidsRoom: An Example Application Using a Deep Perceptual Interface." 1997, Presented at Workshop on Perceptual User Interfaces,
  • "Machine Recognition of Oscillatory Motions." 1999, Presented at Human and Machine Vision Talk Series,
  • "Visual Categorization and Recognition of Children and Adult Locomotion." 2001, Presented at Invited Speaker Series,
  • "Hierarchical Motion History Images for Recognizing Human Motion." 2001, Presented at IEEE Workshop on Detection and Recognition of Events in Video,
  • "Computer Analysis and Recognition of Human Actions." 2002, Presented at Seminar on Cognitive Science,
  • "Expressive Features for Movement Exaggeration." 2002, Presented at ACM SIGGRAPH Technical Sketches,
  • "Analysis and Recognition of Walking Movements." 2002, Presented at IEEE International Conference on Pattern Recognition,
  • "Computer Recognition of Human Actions." 2003, Presented at UIUC Departmental Speaker Series,
  • "Gender Recognition from Walking Movements using Adaptive Three-Mode PCA." 2004, Presented at IEEE Workshop on Articulated and Nonrigid Motion,
  • "Detection and Recognition of Human Activity in Thermal Video." 2004, Presented at U.S. Army Night Vision Laboratory Seminar Series,
  • "Sequential Reliable-Inference for Rapid Detection of Human Actions." 2004, Presented at IEEE Workshop on Detection and Recognition of Events in Video,
  • "Robust Background-Subtraction for Person Detection in Thermal Imagery." 2004, Presented at IEEE International Workshop on Object Tracking and Classification Beyond the Visible Spectrum,
  • "A Discussion of Commercialization." 2015, Presented at OSU course Vetbios 8855 "Commercialization for Researchers",
  • "A Discussion of Home Audio Recording in the Digital Age." 2015, Presented at OSU Student Chapter of the Acoustical Society of America,
  • "Determining 3-D Hand Motion." 1994, Presented at IEEE Asilomar Conference on Signals, Systems & Computers,
  • "Real-time Motion Template Gradients using Intel CVLib." 1999, Presented at IEEE Workshop on Frame-Rate Computer Vision,
  • "A Reliable-Inference Framework for Recognition of Human Actions." 2003, Presented at IEEE International Conference on Advanced Video and Signal Based Surveillance,
  • "The Representation and Recognition of Action Using Temporal Templates." 1997, Presented at IEEE Conference on Computer Vision and Pattern Recognition,
  • "Computer Analysis and Recognition of Human Actions." 2002, Presented at Central Ohio Chapter of ACM Annual Symposium,
  • "Computer Analysis and Recognition of Human Actions." 2002, Presented at Speaker Series,
  • "Computer Recognition of Human Activities." 2002, Presented at U.S. Army Night Vision Laboratory Speaker,
  • "A Robust Human-Silhouette Extraction Technique for Interactive Virtual Environments." 1998, Presented at International Workshop on Modeling and Motion Capture Techniques for Virtual Environments,
  • "Categorical Oscillatory Motions." 1998, Presented at Speaker Series,
  • "Computer Recognition of Human Movement and Activity from Video." 2004, Presented at Visual Science Seminar,
  • "Recognizing Children from Adults by Modal Locomotion." 2000, Presented at Speaker Series,
  • "Computer Recognition of Human Actions." 2003, Presented at Boston University Departmental Speaker Series,
  • "Video Surveillance of Tomorrow." 2004, Presented at ASIS (American Society for Industrial Security) Annual Seminar and Exhibits,
  • "TBD." 2017, Presented at University of Central Florida 30-year NSF REU Reunion Celebration,

Papers in Proceedings

2014

  • Zamalieva, D.; Yilmaz, A.; Davis, J.W. "A Multi-transformational Model for Background Subtraction with Moving Cameras." (1 2014).
  • J. Barker and J. Davis "Temporally-Dependent Dirichlet Process Mixtures for Egocentric Video Segmentation." (6 2014).
  • Barker, J.W.; Davis, J.W.; IEEE, "Temporally-Dependent Dirichlet Process Mixtures for Egocentric Video Segmentation." (1 2014).
  • Zamalieva, D.; Yilmaz, A.; Davis, J.W. "A Multi-transformational Model for Background Subtraction with Moving Cameras." in 13th European Conference on Computer Vision (ECCV). (1 2014).
  • D. Zamalieva, A. Yilmaz, and J. Davis "Exploiting Temporal Geometry for Moving Camera." (8 2014).
  • Barker, J.W.; Davis, J.W. "Temporally-Dependent Dirichlet Process Mixtures for Egocentric Video Segmentation." in IEEE Conference on Computer Vision and Pattern Recognition (CVPR). (1 2014).
  • Barker, J.W.; Davis, J.W. "Temporally-dependent dirichlet process mixtures for egocentric video segmentation." (1 2014).
  • D. Zamalieva, A. Yilmaz, and J. Davis "A Multi-Transformational Model for Background Subtraction with Moving Cameras." (9 2014).
  • Zamalieva, D.; Yilmaz, A.; Davis, J.W. "A multi-transformational model for background subtraction with moving cameras." (1 2014).

2013

  • Sankaranarayanan, K.; Davis, J.W. "One-class multiple instance learning and applications to target tracking." (4 2013).

2012

  • Sankaranarayanan, K.; Davis, J.W. "Segmentation and Scene Modeling for MIL-based Target Localization." in 21st International Conference on Pattern Recognition (ICPR). (1 2012).
  • Sankaranarayanan, K.; Davis, J.W. "Segmentation and scene modeling for MIL-based target localization." (12 2012).
  • Sankaranarayanan, K.; Davis, J.W.; IEEE, "Segmentation and Scene Modeling for MIL-based Target Localization." (1 2012).
  • K. Sankaranarayanan and J. Davis "Segmentation and Scene Modeling for MIL-based Target Localization." in IAPR International Conference on Pattern Recognition. (11 2012).
  • K. Sankaranarayanan and J. Davis "One-Class Multiple Instance Learning and Applications to Target Tracking." in Asian Conference on Computer Vision. (11 2012).

2011

  • Sankaranarayanan, K.; Davis, J.W. "Object association across PTZ cameras using logistic MIL." (9 2011).
  • Streib, K.; Davis, J.W. "Using Ripley's K-function to improve graph-based clustering techniques." (9 2011).
  • Sankaranarayanan, K.; Davis, J.W. "PTZ camera modeling and panoramic view generation via focal plane mapping." (3 2011).
  • Sankaranarayanan, K.; Davis, J.W. "Object Association Across PTZ Cameras using Logistic MIL." in IEEE Conference on Computer Vision and Pattern Recognition (CVPR). (1 2011).
  • Sankaranarayanan, K.; Davis, J.W. "PTZ Camera Modeling and Panoramic View Generation via Focal Plane Mapping." (1 2011).
  • Streib, K.; Davis, J.W.; IEEE, "Using Ripley's K-function to Improve Graph-Based Clustering Techniques." (1 2011).
  • Sankaranarayanan, K.; Davis, J.W.; IEEE, "Object Association Across PTZ Cameras using Logistic MIL." (1 2011).
  • Sankaranarayanan, K.; Davis, J.W. "PTZ Camera Modeling and Panoramic View Generation via Focal Plane Mapping." in 10th Asian Conference on Computer Vision. (1 2011).
  • Streib, K.; Davis, J.W. "Using Ripley's K-function to Improve Graph-Based Clustering Techniques." in IEEE Conference on Computer Vision and Pattern Recognition (CVPR). (1 2011).
  • K. Sankaranarayanan and J. Davis "Object Association Across PTZ Cameras using Logistic MIL." in IEEE Conference on Computer Vision and Pattern Recognition. (6 2011).
  • K. Streib and J. Davis "Using Ripley's K-function to Improve Graph-Based Clustering Techniques." in IEEE Conference on Computer Vision and Pattern Recognition. (6 2011).

2010

  • K. Streib and J. Davis "Extracting Pathlets From Weak Tracking Data." in IEEE Conference on Advanced Video and Signal Based Surveillance. (8 2010).
  • Streib, K.; Davis, J.W. "Extracting pathlets from weak tracking data." (11 2010).
  • Nedrich, M.; Davis, J.W. "Learning scene entries and exits using coherent motion regions." (12 2010).
  • K. Sankaranarayanan and J. Davis "Attention-based Target Localization using Multiple Instance Learning [Best Paper Award]." in International Symposium on Visual Computing. (11 2010).
  • M. Nedrich and J. Davis "Learning Scene Entries and Exits using Coherent Motion Regions." in International Symposium on Visual Computing. (11 2010).
  • K. Sankaranarayanan and J. Davis "PTZ Camera Modeling and Panoramic View Generation via Focal Plane Mapping." in Asian Conference on Computer Vision. (11 2010).
  • K. Streib and J. Davis "Exploiting Multiple Cameras for Environmental Pathlets." in International Symposium on Visual Computing. (11 2010).
  • Streib, K.; Davis, J.W. "Exploiting multiple cameras for environmental pathlets." (12 2010).
  • K. Sankaranarayanan and J. Davis "Learning Directed Intention-driven Activities using Co-Clustering." in IEEE Conference on Advanced Video and Signal Based Surveillance. (8 2010).
  • Sankaranarayanan, K.; Davis, J.W. "Attention-Based Target Localization Using Multiple Instance Learning." (1 2010).
  • Streib, K.; Davis, J.W.; Hussain, M.; KarHan, T. et al. "Exploiting Multiple Cameras for Environmental Pathlets." (1 2010).
  • Nedrich, M.; Davis, J.W. "Learning Scene Entries and Exits Using Coherent Motion Regions." (1 2010).
  • Sankaranarayanan, K.; Davis, J.W. "Attention-Based Target Localization Using Multiple Instance Learning." in 6th International Symposium on Visual Computing. (1 2010).
  • Streib, K.; Davis, J.W. "Exploiting Multiple Cameras for Environmental Pathlets." in 6th International Symposium on Visual Computing. (1 2010).
  • Sankaranarayanan, K.; Davis, J.W. "Learning directed intention-driven activities using co-clustering." (11 2010).
  • Sankaranarayanan, K.; Davis, J.W. "Attention-based target localization using multiple instance learning." (12 2010).
  • Nedrich, M.; Davis, J.W. "Learning Scene Entries and Exits Using Coherent Motion Regions." in 6th International Symposium on Visual Computing. (1 2010).

2009

  • Morison, A.M.; Woods, D.D.; Davis, J.W. "How panoramic visualization can support human supervision of intelligent surveillance." (12 2009).
  • A. Morison, D. Woods, and J. Davis "How Panoramic Visualization can Support Human Supervision of Intelligent Surveillance." in Annual Meeting of the Human Factors and Ergonomics Society. (10 2009).

2008

  • Sankaranarayanan, K.; Davis, J.W. "An efficient active camera model for video surveillance." (9 2008).
  • Tyagi, A.; Davis, J.W.; Potamianos, G. "Steepest descent for efficient covariance tracking." (9 2008).
  • Keck, M.; Davis, J.W. "3D occlusion recovery using few cameras." in IEEE Conference on Computer Vision and Pattern Recognition. (1 2008).
  • Sankaranarayanan, K.; Davis, J.W. "An efficient active camera model for video surveillance." in IEEE Workshop on Applications of Computer Vision. (1 2008).
  • A. Tyagi, J. Davis, and G. Potamianos "Steepest Descent for Efficient Covariance Tracking." in IEEE Workshop on Motion and Video Computing. (1 2008).
  • Tyagi, A.; Davis, J.W. "A context-based tracker switching framework." in IEEE Workshop on Motion and Video Computing. (1 2008).
  • Tyagi, A.; Davis, J.W. "A recursive filter for linear systems on Riemannian manifolds." in IEEE Conference on Computer Vision and Pattern Recognition. (1 2008).
  • Tyagi, A.; Davis, J.W.; Potamianos, G. "Steepest descent for efficient covariance mracking." in IEEE Workshop on Motion and Video Computing. (1 2008).
  • A. Tyagi and J. Davis "A Context-Based Tracker Switching Framework." in IEEE Workshop on Motion and Video Computing. (1 2008).
  • Sankaranarayanan, K.; Davis, J.W.; IEEE, "An efficient active camera model for video surveillance." (1 2008).
  • M. Keck and J. Davis "3D Occlusion Recovery using Few Cameras." in IEEE Conference on Computer Vision and Pattern Recognition. (6 2008).
  • Tyagi, A.; Davis, J.W. "A recursive filter for linear systems on Riemannian manifolds." (9 2008).
  • K. Sankaranarayanan and J. Davis "An Efficient Active Camera Model for Video Surveillance." in IEEE Workshop on Applications of Computer Vision. (1 2008).
  • A. Tyagi and J. Davis "A Recursive Filter For Linear Systems on Riemannian Manifolds." in IEEE Conference on Computer Vision and Pattern Recognition. (6 2008).
  • Keck, M.; Davis, J.W. "3D occlusion recovery using few cameras." (9 2008).
  • Tyagi, A.; Davis, J.W.; Potamianos, G.; IEEE, "Steepest descent for efficient covariance mracking." (1 2008).
  • Sankaranarayanan, K.; Davis, J.W. "A fast linear registration framework for multi-camera gis coordination." (12 2008).
  • Tyagi, A.; Davis, J.W.; IEEE, "A recursive filter for linear systems on Riemannian manifolds." (1 2008).
  • K. Sankaranarayanan, and J. Davis "A Fast Linear Registration Framework for Multi-Camera GIS Coordination." in International Conference on Advanced Video and Signal Based Surveillance. (9 2008).
  • Keck, M.; Davis, J.W.; IEEE, "3D occlusion recovery using few cameras." (1 2008).
  • Tyagi, A.; Davis, J.W.; IEEE, "A context-based tracker switching framework." (1 2008).
  • Tyagi, A.; Davis, J.W. "A context-based tracker switching framework." (9 2008).

2007

  • Sharma, V.; Davis, J.W.; IEEE, "Simultaneous detection and segmentation of pedestrians using top-down and bottom-up processing." (1 2007).
  • Sharma, V.; Davis, J.W. "Simultaneous detection and segmentation of pedestrians using top-down and bottom-up processing." in IEEE Conference on Computer Vision and Pattern Recognition. (1 2007).
  • V. Sharma and J. Davis "Simultaneous Detection and Segmentation of Pedestrians using Top-down and Bottom-up Processing." in IEEE International Workshop on Visual Surveillance. (6 2007).
  • V. Sharma, J. Davis, and A. Tyagi "Extraction of Person Silhouettes from Surveillance Imagery using MRFs." in IEEE Workshop on Application of Computer Vision. (2 2007).
  • Tyagi, A.; Keck, M.; Davis, J.W.; Potamianos, G. "Kernel-based 3D tracking." (10 2007).
  • Sharma, V.; Davis, J.W.; IEEE, "Integrating appearance and motion cues for simultaneous detection and segmentation of pedestrians." (1 2007).
  • Tyagi, A.; Keck, M.; Davis, J.W.; Potamianos, G. "Kernel-based 3D tracking." in IEEE Conference on Computer Vision and Pattern Recognition. (1 2007).
  • Sharma, V.; Davis, J.W. "Integrating appearance and motion cues for simultaneous detection and segmentation of pedestrians." in 11th IEEE International Conference on Computer Vision. (1 2007).
  • A. Tyagi, M. Keck, J. Davis, and G. Potamianos "Kernel-Based 3D Tracking." in IEEE International Workshop on Visual Surveillance. (6 2007).
  • V. Sharma and J. Davis "Integrating Appearance and Motion Cues for Simultaneous Detection and Segmentation of Pedestrians." in IEEE International Conference on Computer Vision. (10 2007).
  • J. Davis, A. Morison, and D. Woods "Building Adaptive Camera Models for Video Surveillance." in IEEE Workshop on Application of Computer Vision. (2 2007).
  • Sharma, V.; Davis, J.W. "Integrating appearance and motion cues for simultaneous detection and segmentation of pedestrians." (12 2007).
  • A. Tyagi, G. Potamianos, J. Davis, and S. Chu "Fusion of Multiple Camera Views for Kernel-Based 3D Tracking." in IEEE Workshop on Motion and Video Computing. (2 2007).
  • Tyagi, A.; Keck, M.; Davis, J.W.; Potamianos, G. et al. "Kernel-based 3D tracking." (1 2007).
  • Sharma, V.; Davis, J.W. "Extraction of person silhouettes from surveillance imagery using MRFs." (8 2007).
  • Sharma, V.; Davis, J.W. "Simultaneous detection and segmentation of pedestrians using top-down and bottom-up processing." (10 2007).
  • Tyagi, A.; Potamianos, G.; Davis, J.W.; Chu, S.M. "Fusion of multiple camera views for kernel-based 3D tracking." (8 2007).
  • Davis, J.W.; Morison, A.M.; Woods, D.D. "Building adaptive camera models for video surveillance." (8 2007).

2006

  • V. Sharma and J. Davis "Feature-level Fusion for Object Segmentation using Mutual Information." in IEEE International Workshop on Object Tracking and Classification Beyond the Visible Spectrum. (6 2006).
  • Tyagi, A.; Davis, J.W.; Keck, M. "Multiview fusion for canonical view generation based on homography constraints." (12 2006).
  • Gao, H.; Davis, J.W. "Sampling representative examples for dimensionality reduction and recognition - Bootstrap bumping LDA." in 9th European Conference on Computer Vision (ECCV 2006). (1 2006).
  • Y. Chen, R. Parent, R. Machiraju, and J. Davis "Human Activity Recognition for Synthesis." in IEEE Workshop on Learning, Representation, and Context for Human Sensing in Video. (6 2006).
  • Gao, H.; Davis, J.W. "Sampling representative examples for dimensionality reduction and recognition - Bootstrap bumping LDA." (7 2006).
  • Keck, M.A.; Davis, J.W.; Tyagi, A. "Tracking mean shift clustered point clouds for 3D surveillance." (12 2006).
  • A. Tyagi, J. Davis, and M. Keck "Multiview Fusion for Canonical View Generation based on Homography Constraints." in ACM Multimedia Workshop on Video Surveillance and Sensor Networks. (10 2006).
  • Gao, H.; Davis, J.W.; Bischof, H. "Sampling representative examples for dimensionality reduction and recognition - Bootstrap bumping LDA." (1 2006).
  • M. Keck, J. Davis, and A. Tyagi "Tracking Mean Shift Clustered Point Clouds for 3D Surveillance." in ACM Multimedia Workshop on Video Surveillance and Sensor Networks. (10 2006).
  • H. Gao and J. Davis "Sampling Representative Examples for Dimensionality Reduction and Recognition – Bootstrap Bumping LDA." in European Conference on Computer Vision. (5 2006).

2005

  • J. Davis and M. Keck "A Two-Stage Template Approach to Person Detection in Thermal Imagery." in IEEE Workshop on Applications of Computer Vision. (1 2005).
  • Woods, D.; McNee, S.; Davis, J.W.; Morison, A. et al. "Event template hierarchies as means for human-automation collaboration in security surveillance." (12 2005).
  • J. Davis and M. Keck "Modeling Behavior Trends and Detecting Abnormal Events using Seasonal Kalman Filters." in BMVC Workshop on Human Activity Recognition and Modelling. (9 2005).
  • J. Davis and V. Sharma "Fusion-based Background-Subtraction using Contour Saliency." in IEEE International Workshop on Object Tracking and Classification Beyond the Visible Spectrum. (6 2005).
  • D. Woods, S. McNee, J. Davis, A. Morison, P. Maughan, and K. Christoffersen "Event Template Hierarchies as Means for Human-Automation Collaboration in Surveillance." in Human Factors and Ergonomics Society Annual Meeting. (9 2005).
  • Davis, J.; Keck, M. "A Two-Stage Template Approach to Person Detection in Thermal Imagery." in IEEE Workshop on Applications of Computer Vision. (1 2005).

2004

  • J. Davis and V. Sharma "Robust Detection of People in Thermal Imagery." in International Conference on Pattern Recognition. (8 2004).
  • Davis, J.; Sharma, V. "Robust Detection of People in Thermal Imagery." in International Conference on Pattern Recognition. (8 2004).
  • Davis, J.W.; Sharma, V. "Robust background-subtraction for person detection in Thermal Imagery." (1 2004).
  • Davis, J.W.; Gao, H. "Gender recognition from walking movements using adaptive three-mode PCA." (1 2004).
  • J. Davis and V. Sharma "Robust Background-Subtraction for Person Detection in Thermal Imagery." in IEEE International Workshop on Object Tracking and Classification Beyond the Visible Spectrum. (7 2004).
  • J. Davis "Sequential Reliable-Inference for Rapid Detection of Human Actions." in IEEE Workshop on Detection and Recognition of Events in Video. (7 2004).
  • J. Davis and H. Gao "Gender Recognition From Walking Movements using Adaptive Three-Mode PCA." in IEEE Workshop on Articulated and Nonrigid Motion. (6 2004).
  • Davis, J.W. "Sequential reliable-inference for rapid detection of human actions." (1 2004).

2003

  • Davis, J.W.; Gao, H. "Recognizing human action efforts: An adaptive three-mode PCA framework." (12 2003).
  • Davis, J.; Tyagi, A. "A Reliable-Inference Framework for Recognition of Human Actions." in IEEE International Conference on Advanced Video and Signal Based Surveillance. (7 2003).
  • J. Davis and H. Gao "Recognizing Human Action Efforts: An Adaptive Three-Mode PCA Framework." in IEEE International Conference on Computer Vision. (10 2003).
  • Davis, J.W.; Gao, H.; SOCIETY, I.C.; SOCIETY, I.C. "Recognizing human action efforts: An adaptive three-mode PCA framework." (1 2003).
  • Davis, J.W.; Gao, H. "Recognizing human action efforts: An adaptive three-mode PCA framework." in 9th IEEE International Conference on Computer Vision. (1 2003).
  • J. Davis and A. Tyagi "A Reliable-Inference Framework for Recognition of Human Actions." in IEEE International Conference on Advanced Video and Signal Based Surveillance. (7 2003).

2002

  • Bradski, G.R.; Davis, J.W. "Motion segmentation and pose recognition with motion history gradients." (12 2002).
  • Bradski, G.R.; Davis, J.W. "Motion segmentation and pose recognition with motion history gradients." (7 2002).
  • Bradski, G.R.; Davis, J.W. "Motion segmentation and pose recognition with motion history gradients." (7 2002).
  • J. Davis and S. Taylor "Analysis and Recognition of Walking Movements." in IEEE International Conference on Pattern Recognition. (8 2002).
  • Davis, J.; Taylor, S. "Analysis and Recognition of Walking Movements." in IEEE International Conference on Pattern Recognition. (8 2002).
  • J. Davis, H. Gao, and V. Kannappan "A Three-Mode Expressive Feature Model of Action Effort [Best Paper Award]." in IEEE Workshop on Motion and Video Computing. (12 2002).

2001

  • J. Davis "Representing and Recognizing Human Motion: From Motion Templates to Movement Categories." in Digital Human Modeling Workshop, International Conference on Intelligent Robots and Systems. (10 2001).
  • J. Davis "Visual Categorization of Children and Adult Walking Styles." in International Conference on Audio- and Video-based Biometric Person Authentication. (6 2001).
  • J. Davis "Hierarchical Motion History Images for Recognizing Human Motion." in IEEE Workshop on Detection and Recognition of Events in Video. (7 2001).
  • Davis, J.W. "Hierarchical motion history images for recognizing human motion." in IEEE Workshop on Detection and Recognition of Events in Video (EVENT 2001). (1 2001).
  • Davis, J.W. "Visual categorization of children and adult walking styles." in 3rd International Conference on Audio- and Video- Based Biometric Person Authentication. (1 2001).
  • J. Davis and S. Vaks "A Perceptual User Interface for Recognizing Head Gesture Acknowledgements." in ACM Workshop on Perceptual User Interfaces. (11 2001).
  • Davis, J.W. "Hierarchical motion history images for recognizing human motion." (1 2001).
  • Davis, J.W. "Visual categorization of children and adult walking styles." (1 2001).
  • Davis, J.W.; Vaks, S. "A perceptual user interface for recognizing head gesture acknowledgements." (11 2001).
  • Davis, J.W. "Visual categorization of children and adult walking styles." (12 2001).
  • Davis, J.W.; SOCIETY, I.C.; SOCIETY, I.C. "Hierarchical motion history images for recognizing human motion." (1 2001).

2000

  • J. Davis, A. Bobick, and W. Richards "Categorical Representation and Recognition of Oscillatory Motion Patterns." in IEEE Conference on Computer Vision and Pattern Recognition. (6 2000).
  • G. Bradski and J. Davis "Motion Segmentation and Pose Recognition with Motion History Gradients." in IEEE Workshop on Applications of Computer Vision. (12 2000).

1999

  • J. Davis and G. Bradski "Real-Time Motion Template Gradients Using Intel CVLib." in IEEE Workshop on Frame-Rate Computer Vision. (9 1999).

1998

  • Davis, J.W.; Bobick, A.F. "A robust human-silhouette extraction technique for interactive virtual environments." (1 1998).
  • J. Davis and A. Bobick "Virtual PAT: A Virtual Personal Aerobics Trainer." in Workshop on Perceptual User Interfaces. (11 1998).
  • C. Wren, F. Sparacino, A. Azarbayejani, T. Darrell , J. Davis, T. Starner, A. Kotani, C. Chao, M. Hlavac, K. Russell, A. Bobick, and A. Pentland "Perceptive Spaces for Performance and Entertainment." in ATR Workshop on Virtual Communication Environments. (4 1998).
  • A. Bobick, S. Intille, J. Davis, F. Baird, C. Pinhanez, L. Campbell, Y. Ivanov, A. Schutte, and A. Wilson "Design Decisions for Interactive Environments: Evaluating the KidsRoom Application using a Deep Perceptual Interface." in AAAI Symposium on Intelligent Environments. (3 1998).
  • J. Davis and A. Bobick "A Robust Human-Silhouette Extraction Technique for Interactive Virtual Environments." in International Workshop on Modeling and Motion Capture Techniques for Virtual Environments. (11 1998).
  • Davis, J.W.; Bobick, A.F. "A robust human-silhouette extraction technique for interactive virtual environments." (1 1998).
  • Davis, J.W.; Bobick, A.F. "A robust human-silhouette extraction technique for interactive virtual environments." in International Workshop on Modelling and Motion Capture Techniques for Virtual Environments. (1 1998).

1997

  • J. Davis and A. Bobick "The Representation and Recognition of Action using Temporal Templates." in IEEE Conference on Computer Vision and Pattern Recognition. (6 1997).
  • A. Bobick, J. Davis, and S. Intille "The KidsRoom: An Example Application using a Deep Perceptual Interface." in Workshop on Perceptual User Interfaces. (10 1997).
  • S. Intille, J. Davis, and A. Bobick "Real-Time Closed-World Tracking." in IEEE Conference on Computer Vision and Pattern Recognition. (6 1997).
  • Davis, J.W.; Bobick, A.F. "The representation and recognition of human movement using temporal templates." in 1997 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 97). (1 1997).
  • Intille, S.S.; Davis, J.W.; Bobick, A.F.; SOC, I.C. "Real-time closed-world tracking." (1 1997).
  • Davis, J.W.; Bobick, A.F.; SOC, I.C. "The representation and recognition of human movement using temporal templates." (1 1997).
  • Intille, S.S.; Davis, J.W.; Bobick, A.F. "Real-time closed-world tracking." in 1997 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 97). (1 1997).

1996

  • A. Bobick and J. Davis "Real-Time Recognition of Activity Using Temporal Templates." in IEEE Workshop on Applications of Computer Vision. (12 1996).
  • A. Bobick and J. Davis "An Appearance-Based Representation of Action." in IEEE International Conference on Pattern Recognition. (8 1996).

1994

  • J. Davis and M. Shah "Recognizing Hand Gestures." in European Conference on Computer Vision. (5 1994).
  • J. Davis and M. Shah "Determining 3-D Hand Motion." in IEEE Asilomar Conference on Signals, Systems & Computers. (10 1994).

Patents

  • Davis, J.. "Polarity Maximizer software plug-in."