Publications
[Books] [Book Chapters] [Theses] [Journal Papers] [Conference Papers] [Technical Reports]

Book Series
International Book Series on Video Computing, Kluwer Academic Publishers
Series Editor: Mubarak Shah

Multimodal Video Characterization and Summarization
Michael A. Smith and Takeo Kanade, October, 2004.

3D Face Processing: Modeling, Analysis and Synthesis
Zhen Wen and Thomas Huang, June 2004.

Content-Based Image and Video Retrieval
Xian Sean Zhu and Thomas Huang, August 2003.

Video Registration
Mubarak Shah and Rakesh Kumar, May, 2003.

Video Mining Techniques
Editors: Azriel Rosenfeld, Daniel DeMenthon, and David Doermann, July 2003.

Video Registration
Mubarak Shah and Rakesh Kumar, May 2003.

Media Computing: Computational Media Aesthetics
Chitra Dorai and Svetha Venkatesh, April 2002.

Analyzing Video Sequences of Multiple Humans
Jun Ohya, Akira Utsumi, and Junjo Yamato, March 2002.

Face Detection and Gesture Recognition for Human-Computer Interaction
Ming-Hsuan Yang and Narendra Ahuja, August 2001.

Visual Event Detection
Niels Haering and Niels da Vitoria Lobo, July 2001.

Journal

Machine Vision and Applications, Springer
Editor in Chief
Mubarak Shah

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Books

Automated Multi-Camera Surveillance: Algorithms and Practice
Omar Javed and Mubarak Shah, Springer, September 2008.

Video Registration
Mubarak Shah and Rakesh Kumar, Kluwer Academic Publishers, 2003.

Motion Based Recognition
Mubarak Shah and Ramesh Jain, Kluwer Academic Publishers, 1997.

Book Chapters

Yaser Sheikh, Omar Javed and Mubarak Shah, "Object Association Across Multiple Cameras", in Multi-camera Networks: Concepts and Applications, Elsevier, editors Hamid Aghajan and Andrea Cavallaro, 2009.

Abhijit Mahalanobis, Mubarak Shah, and Alan van Nevel, "Information Processing across Distributed and Netted Systems for Security and Surveillance", Optical Imaging, Photonics, Sensors, and Systems for Homeland Security edited by Bahram Javidi, Springer, 2004.

Yaser Sheikh, Sohaib Khan, and Mubarak Shah, "Feature-based Georegistration of Aerial Images, GeoSensor Networks", Anthony Stefanidis and Silvia Nittel (editors): CRC Press, 2004.

Zeeshan Rasheed and Mubarak Shah, "Video Categorization using Semantics and Semiotics, Video Mining Techniques", Editors: Azriel Rosenfeld, Daniel DeMenthon, and David Doermann, Kluwer Academic Publishers, 2003.

Mubarak Shah and Rakesh Kumar, "Video Registration: A Perspective, Video Registration", Kluwer Academic Publishers, 2003.

Mubarak Shah, "Introduction: Video Registration Panel", Video Registration, Kluwer Academic Publishers, 2003.

Yaser Sheikh, Sohaib Khan, Mubarak Shah, and R. Cannata, Geodetic Alignment of Aerial Video Frames, In Video Registration, Video Computing Series, Kluwer Academic Publishers, 2003.

Li Nan, Shawn Dettmer, and Mubarak Shah, Visually Recognizing Speech using Eigensequences.


Li Nan, Shawn Dettmer, and Mubarak Shah, "Lipreading Using Spatiotemporal Eigen Decomposition, in Motion-Based Recognition", Kluwer Academic Publishers, 1997.

Mubarak Shah and Ramesh Jain, Visual Recognition of Activities, Gestures, Facial Expressions and Speech: An Introduction and a Perspective, in Motion-Based Recognition, Kulwer Academic Publishers, 1997.

Jay Hackett and Mubarak Shah, Multisensor Fusion: A perspective, Chapter in Trends in Optical Engineering, 1993.

Kristine Gould, Krishnan Rangarajan, and Mubarak Shah, Detection and Representation of Events in Motion Trajectories, chapter in Advances in Image Analysis, Editors: Y. Mahdevieh and R. Gonzalez, SIPE Optical Engineering Press, 1992.

Computing Egomotion and Shape from Image Motion using Collinear Points
Chapter in Visual Form: Analysis and Recognition, Editors: Cordelia Arcelli and Sanniti di Baja, Plenum Press 1992, N. da Vitoria Lobo and J.K. Tsotsos.

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Theses

M.S.
Semantic Video Retrieval Using High Level Context by Aytar, Yusuf, M.S., University of Central Florida, 2008, 65 pages.


Ph.D.

Modeling Scenes and Human Activities In Videos by Basharat, Arslan, Ph.D., University of Central Florida, 2009, 126 pages.

Taming Crowded Visual Scenes by Ali, Saad, Ph.D., University of Central Florida, 2008, 187 pages.

Multi-view Approaches to Tracking, 3D Reconstruction and Object Class Detection by Khan, Saad, Ph.D., University of Central Florida, 2008, 163 pages.

Learning, detection, representation, indexing and retrieval of multi-agent events in videos by Hakeem, Asaad, Ph.D., University of Central Florida, 2007, 158 pages.

Multi-view geometric constraints for human action recognition and tracking by Gritai, Alexei, Ph.D., University of Central Florida, 2007, 133 pages.

Video Content Extraction: Scene Segmentation, Linking and Attention Detection by Zhai, Yun, Ph.D., University of Central Florida, 2006, 127 pages.

Object association across multiple moving cameras in planar scenes by Sheikh, Yaser, Ph.D., University of Central Florida, 2006, 146 pages.

Multizoom activity recognition using machine learning by Smith, Paul, Ph.D., University of Central Florida, 2005, 191 pages.

Scene monitoring with a forest of cooperative sensors by Javed, Omar, Ph.D., University of Central Florida, 2005, 175 pages.

Partitioning a graph in alliances and its application to data clustering by Hassan Shafique, Khurram, Ph.D., University of Central Florida, 2004, 153 pages.

Image based view synthesis by Xiao, Jiangjian, Ph.D., University of Central Florida, 2004, 182 pages.

Object tracking and activity recognition in video acquired using mobile cameras by Yilmaz, Alper, Ph.D., University of Central Florida, 2004, 240 pages.

Video categorization using semantics and semiotics by Rasheed, Zeeshan, Ph.D., University of Central Florida, 2003, 120 pages.

Invariance in human action analysis by Rao, Cen, Ph.D., University of Central Florida, 2003, 133 pages.

Visual tracking of people and object-based video segmentation by Khan, Sohaib Ahmad, Ph.D., University of Central Florida, 2002, 148 pages.

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Journal Papers

2009

Alexei Gritai, Yaser Sheikh, Cen Rao and Mubarak Shah, HMatching Trajectories of Anatomical Landmarks under Viewpoint Anthropometric, and Temporal Transforms, International Journal of Computer Vision (IJCV), 2009. (Accepted)

Saad Ali and Mubarak Shah, Human Action Recognition in Videos Using Kinematic Features and Multiple Instance Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2009. (Accepted)

Jun Xie, Shahid Khan, and Mubarak Shah, Automatic Tracking of Escherichia Coli in Phase-Contrast Microscopy Video, IEEE Trans. on Biomedical Engineering. (Accepted)

I. Saleemi, K. Shafique, M.Shah, Probabilistic Modeling of Scene Dynamics for Applications in VIsual Surveillance , IEEE TPAMI 2008. (Accepted)

Jun Xie, Pheng-Ann Heng, and Mubarak Shah, A Shape Matching Approach Using Skeletal Features and Context Descriptor, Pattern Recognition. (Accepted)

Pingkun Yan, Ashraf A. Kassim, Weijia Shen, and Mubarak Shah, Modeling Interaction for Segmentation of Neighboring Structures, IEEE Trans. on PAMI, Volume 31, Number 3, pp 505-519, March 2009.

Saad M. Khan and Mubarak Shah, Tracking Multiple Occluding People by Localizing on Multiple Scene Planes, IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume: 31, Issue: 3, pp 505-519, March 2009.

2008

J. Ahmed, M.N. Jafri, M.Shah, M. Akbar, Real-tim edge enhanced dynamic correlation and predictive open-loop car-following control for robust tracking , Machine Vision and Applications (2008) 19:1-25.

J. Xie, P.A. Heng and Mubarak Shah, Image Diffusion Using Saliency Bilateral Filter , IEEE Transactions on Information Technology in Biomedicine, Volume 12, Number 6, 768-771, 2008.

Pavel Babenko and Mubarak Shah, MinGPU: A Minimum GPU Library for Computer Vision , Journal of Real-Time Processing, (2008) 3:255-268.

A. Yilmaz and M. Shah, A Differential Geometric Approach To Representing the Human Actions , Computer Vision and Image Understanding Journal, Vol. 109 No. 3, pp.335-351 2008

Omar Javed, Khurram Shafique, Zeeshan Rasheed and Mubarak Shah, Modeling intercamera spacetime and appearance relationships for tracking across non-overlapping views" , Computer Vision and Image Understanding, Volume 109, Issue 2, February 2008, Pages 146-162.

Yaser Sheikh, and Mubarak Shah, Trajectory Association Across Multiple Airborne Cameras , Accepted (February 2008) for publication in IEEE Transactions on PAMI.

Pingkun Yan, Xiaobo Zhou, Mubarak Shah, and Stephen T.C. Wong, Automatic Segmentation of High Throughput RNAi Fluorescent Cellular Images , IEEE Trans. Information Technology in Biomedicine, Volume 12, Number 1, January 2008.

Arslan Basharat, Yun Zhai, Mubarak Shah, Content Based Video Matching Using Spatiotemporal Volumes , Computer Vision and Image Understanding (CVIU), Volume 110, Issue 3, June 2008, Pages 360-377.

2007

Orkun Alatas, Pingkun Yan, and Mubarak Shah, Spatiotemporal Regularity Flow (SPREF): Its Estimation and Applications, IEEE Trans. Circuits and Systems for Video Technology, vol. 17, No. 5, May 2007, pp. 584-589.

Omar Javed, Khurram Shafique and Mubarak Shah, Automated Surveillance in Realistic Scenarios, IEEE MultiMedia, January/March 2007.

Asaad Hakeem and Mubarak Shah, Learning, Detection and Representation of Multi-Agent Events in Videos, Artificial Intelligence, 171 (2007) 586–605.

2006

A. Yilmaz, O. Javed, and M. Shah, Object Tracking: A Survey, ACM Journal of Computing Surveys, Vol. 38, No. 4, 2006.

Alper Yilmaz and Mubarak Shah, Matching actions in presence of camera motion, Computer Vision and Image Understanding Vol. 104 (2006), pp. 221–231.

Orkun Alatas, Omar Javed and Mubarak Shah, Video Compression Using Spatiotemporal Regularity Flow, IEEE Transactions on Image Processing Vol. 15, No. 12, pp. 3812-3823, December 2006.

Mubarak Shah, Asaad Hakeem, Arslan Basharat, Detection and Tracking of Objects from Multiple Airborne Cameras, Publication of SPIE, March 2006.

Xiaochun Cao, Jiangjian Xiao, Hassan Foroosh, and Mubarak Shah, "Self-Calibration from Turn-Table Sequences in the Presence of Zoom and Focus", Computer Vision and Image Understanding 102 (2006) 227-237.

Eraldo Ribeiro and Mubarak Shah, Computer Vision for Nanoscale Imaging, Machine Vision and Applications Journal, Vol. 17, Issue 3 (July 2006), pp. 147 - 162.

Paul Smith, Mubarak Shah, and Niels da Vitoria Lobo, "Integrating Multiple Levels of Zoom to Enable Activity Analysis", Computer Vision and Image Understanding Vol. 103, Issue 1 (July 2006), pp.33-51.

Lisa Spencer and Mubarak Shah, Determining Scale and Sea State from Water Video, IEEE Transactions on Image Processing Vol. 15, No. 6, 2006.

Yun Zhai and Mubarak Shah, "Video Scene Segmentation Using Markov Chain Monte Carlo", IEEE Transactions on Multimedia Vol.8, issue 4 (Aug 2006), pp.686-697.

2005

Zeeshan Rasheed and Mubarak Shah, "Detection and Representation of Scenes in Videos", IEEE Transactions on Multimedia, Vol. 7, No.6, December 2005.

Jiangjian Xiao and Mubarak Shah, “Motion Layer Extraction in the Presence of Occlusion using Graph Cut”, IEEE transactions on Pattern Analysis and Machine Intelligence, Vol. 27, No. 10, pp. 1644-1659, 2005

Jiangjian Xiao and Mubarak Shah, Layer-Based Video Registration, Journal of Machine Vision and Applications Vol. 16, No.2, pp. 75-84, 2005.

2004

Alper Yilmaz, Xin Li, and Mubarak Shah, Contour-Based Object Tracking with Occlusion Handling in Video Acquired Using Mobile Cameras, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 26, No.11, pp. 1531-1536, 2004.

Jiangjian Xiao and Mubarak Shah, Tri-view Morphing, Special issue of "Computer Vision and Image Understanding" on Model-based and Image-based 3D Scene Representation for Interactive Visualization Vol. 96, issue 3 (2004), pp.345-366.

2003

Zeeshan Rasheed, Yaser Sheikh, and Mubarak Shah, On the use of Computable Features for Film Classification, IEEE Transactions on Circuit and Systems for Video Technology, VOL. 1, NO. 11, September 2003.

G. Bebis. D. Egbert, and M. Shah, Review of Computer Vision Education, IEEE Transactions on Education, Vol. 46, No. 1, pp. 2-21, 2003.

Paul Smith, Mubarak Shah, and Niels da Vitoria Lobo, Determining Driver Visual Attention with One Camera, IEEE Transactions on Intelligent Transportation Systems, Vol. 4, No. 4, 2003.

Sohaib Khan and Mubarak Shah, Consistent Labeling of Tracked Objects in Multiple Cameras with Overlapping Fields of View, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 25, No. 10, October 2003.

Mubarak Shah, "Understanding Human Behavior from Motion Imagery", Machine Vision and Applications Journal, Vol. 14, pp. 210-214, September 2003.

Alper Yilmaz, Khurram Shafique, and Mubarak Shah, Target Tracking in Airborne Forward Looking Infrared Imagery, Image and Vision Computing Journal, Vol. 21, Issue 7, pp. 623-635, 2003.

2002

Cen Rao, Alper Yilmaz, and Mubarak Shah, View-Invariant Representation And Recognition of Actions, International Journal of Computer Vision, Vol.50, Issue 2, 2002.

Mubarak Shah, "The Changing Shape of Computer Vision in the Twenty First Century", International Journal of Computer Vision, Vol. 50, No. 2, pp. 103-110, November 2002.

Omar Javed, Sohaib Khan, Zeeshan Rasheed, and Mubarak Shah, Visual Content Based Segmentation of Talk and Game Shows, International Journal of Computers and Applications (ACTA press), June 2002.

Walter Phillips III, Mubarak Shah, and Niels da Vitoria Lobo, Flame Recognition in Video, Pattern Recognition Letters, Vol. 23 (1-3), pp. 319-327, January, 2002.

2001

Douglas Ayers and Mubarak Shah, Monitoring Human Behavior from Video Taken in an Office Environment, Image and Vision Computing, Vol. 19, Issue 12, 1, pp. 833-846, October 2001.

Mubarak Shah, Kevin Bowyer, Mentoring Undergraduates in Computer Vision Research, IEEE Transactions on Education, Vol. 44, No. 3, pp. 252-257, August 2001.

M. Wallick, N. da Vitoria Lobo, and M. Shah, A Computer Vision Framework for Analyzing Computer and Overhead Projections from Within Video, International Journal of Computers and Their Applications - Special Issue on Intelligent Systems, Vol. 8, No. 2, pp. 89-100, June 2001.

1999

Ruo Zhang, Ping-Sing Tsai, James Cryer, and Mubarak Shah, Shape from Shading: A Survey, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 21, No. 8, pp. 690-706, August 1999. (The relevant code can be found HERE)

Niels Haering and Niels da Vitoria Lobo, Features and Classification Methods to Locate Deciduous Trees in Images, Journal of Computer Vision and Image Understanding, 1999.

Niels Haering, Richard Qian, and Ibrahim Sezan, A Semantic Event Detection Approach and Its Application to Detecting Hunts in Wildlife Video, IEEE Transactions on Circuits and Systems for Video Technology, 1999.

George Bebis, Michael Georgiopoulos, Niels da Vitoria Lobo, and Mubarak Shah, Recognition by Learning Affine Transformations, Pattern Recognition, Vol. 32, No. 10, pp. 1783-1799, October 1999.

Ruo Zhang and Mubarak Shah, Shape from Intensity Gradient, IEEE Transactions on Systems, Man and Cybernetics, PART A, pp. 318-325, May 1999.

Y. H. Kwon and N. da Vitoria Lobo, Age Classification from Facial Images, Computer Vision and Image Understanding Journal, Vol. 74, No. 1, pp. 1-21, April 1999.

D. Kocak, N. da Vitoria Lobo, and E. Widder, Computer Vision Techniques for Quantifying, Tracking and Identifying Bioluminescent Plankton, IEEE Journal of Oceanic Engineering, Vol. 24, No. 1, pp. 81-95, January 1999.

1998

Zarina Myles and Niels da Vitoria Lobo, Recovering Affine Motion and Defocus Blur Simultaneously, IEEE Transactions Pattern Analysis and Machine Intelligence, 1998.

George Bebis, Michael Gerogiopoulos, Niels da Vitoria Lobo, and Mubarak Shah, Indexing Based on Algebraic Functions of Views, Computer Vision and Image Understanding, Vol. 72, No. 3, pp. 360-378, 1998.

A. Ortega and M. Shah, From Shape from Shading to Object Recognition, International Journal of Artificial Intelligence and Pattern Recognition, Vol. 7, No. 12, pp. 969-984, November 1998.

Ping-Sing Tsai and Mubarak Shah, Shape from Shading with Variable Albedo, Optical Engineering, pp. 121-1220, April 1998.

Piotr Windyga, Mubarak Shah, et al, Three-dimensional Reconstruction of the Coronary Arteries using a priori Knowledge, Medical & Biological Engineering & Computing, Vol. 36, No. 2, pp. 158-164, March 1998.

George Bebis, Michael Georgiopoulos, Niels da Vitoria Lobo, Using Self-organizing Maps to Learn Geometric Hash Functions for Model-based Object Recognition, IEEE Transactions on Neural Networks, Vol. 9, No. 3, pp. 560-570, May 1998.

1997

Yu Tian and Mubarak Shah, Recovering 3D Motion and Structure using Adaptive Hough Transform, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 19, No. 10, pp. 1178-1183, October 1997.

George Bebis, Michael Georgiopoulos, Niels da Vitoria Lobo, and Mubarak Shah, Learning Affine Transformations, Pattern Recognition, Vol. 32, pp. 1783-1799, 1997.

Ruo Zhang and Mubarak Shah, Iterative Shape Recovery From Multiple Images, Image and Vision Computing, Vol. 15, pp. 801-814, November 1997.

J. Chen, N. da Vitoria Lobo, C. E. Hughes, and M. Moshell, Real-time Fluid Simulation in a Dynamic Virtual Environment, IEEE Computer Graphics and Applications, , pp. 52-61, May-Jun 1997.

1996

Ruo Zhang, Ping-Sing Tsai and Mubarak Shah, Photomotion, CVGIP: Image Understanding, Vol. 63, No. 2, pp. 221-231, March 1996.

N. da Vitoria Lobo and J. K. Tsotsos, Computing Egomotion and Detecting Independent Motion from Image Motion using Collinear Points, Computer Vision and Image Understanding, Vol. 64, No. 1, pp. 21-52, July 1996.

1995

Claudette Cedras and Mubarak Shah, Motion Based Recognition: A Survey, Image and Vision Computing, Vol. 13, No. 2, pp. 129-155, March 1995.

James Cryer, Ping-Sing Tsai, and Mubarak Shah, Shape from Shading and Stereo, Pattern Recognition, Vol. 28, No. 7, pp. 1033-1043, July 1995.

J. Chen and N. da Vitoria Lobo, Real-time Fluid Modeling using Navier-Stokes Equation, Graphical Models and Image Processing, pp. 107-116, March 1995.

Yu Tian and Mubarak Shah, Motion Estimation and Segmentation, Machine Vision and Applications, Vol. 9, pp. 32-42, 1995.

1994

James Davis and Mubarak Shah, Visual Gesture Recognition, Vision, Image and Signal Processing, Vol. 141, No. 2, April 1994.

Ping-sing Tsai and Mubarak Shah, Shape From Shading Using Linear Approximation, Image and Vision Computing Journal, 1994.

Ping-Sing Tsai, Mubarak Shah, Katharine Keiter, and Takis Kasparis, Cyclic Motion Detection for Motion Based Recognition, Pattern Recognition, Vol. 27, No. 12, 1994.

Ping-Sing Tsai and Mubarak Shah, Shape from Shading using Linear Approximation, Image and Vision Computing, Vol. 12, No. 8, pp. 487-498, October 1994.

James Davis and Mubarak Shah, Toward 3-D Gesture Recognition, Pattern Recognition and Artificial Intelligence Journal, Vol. 13, No. 3, pp. 381-393, May 1994.

1993

Krishnan Rangarajan, Bill Allen, and Mubarak Shah, Matching Motion Trajectories, Pattern Recognition, Vol. 26, No. 4, pp. 595-610, April 1993.

Mubarak Shah, Krishnan Rangarajan, and Ping-Sing Tsai, Motion Trajectories, IEEE Transaction on Systems, Man and Cybernetics, Vol. 23, No. 4, pp. 1138-1150, August 1993.

Donna Williams and Mubarak Shah, Edge Characterization Using Normalized Edge Detection, CVGIP: Graphical Models and Image Processing, Vol. 55, No. 4, pp. 311-318, July 1993.

1992

J. Hackett, M. Lavoie, and M. Shah, Three Dimensional Object Recognition Using Multiple Sensors, Journal of Information and Science and Technology, Vol. 2, No.1 October 1992.

Krishnan Rangarajan and Mubarak Shah, Interpretation of Motion Trajectories Using Focus of Expansion, IEEE Transaction on Pattern Analysis and Machine Intelligence, Vol. 14, No. 12, December 1992.

Donna Williams and Mubarak Shah, A Fast Algorithm for Active Contours and Curvature Estimation, Computer Vision, Graphics and Image Processing, Vol. 55, No. 1, pp. 14-26, January 1992.

1991

Krishnan Rangarajan and Mubarak Shah, Establishing Motion Correspondence, Computer Vision, Graphics and Image Processing: Image Understanding, pp 56-73, July 1991.

1990

Donna Williams and Mubarak Shah, Edge Contours Using Multiple Scales, Computer Vision, Graphics and Image Processing, Vol. 51, pp. 256-274, September 1990.

1989

Jay Hackett, and Mubarak Shah, Segmentation using Range and Intensity Data, Optical Engineering, Vol. 28, No. 6, pp. 667-674, June 1989.

Krishnan Rangarajan, Mubarak Shah, and David Van Brackle, Optimal Corner Detector, Computer Vision, Graphics and Image Processing, Vol. 48, pp. 230-245, November 1989.

1988

N. Ranganathan and M. Shah, A VLSI Architecture for Scale-Space, Computer Vision, Graphics and Image Processing, Vol. 43, pp. 178-204, August 1988.

1986

M. Shah, A. Sood, and R. Jain, Pulse and Staircase Edge Models, Computer Vision, Graphics and Image Processing, Vol. 34, pp. 321-343, June 1986.

1984

M. Shah and R. Jain, Detecting Time Varying Corners, Computer Vision, Graphics and Image Processing, Vol. 28, pp. 345-355, December 1984.

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Conference Papers


2009

Yang Yang, Jingen Liu, and Mubarak Shah, Video Scene Understanding Using Multi-scale Analysis, International Conference on Computer Vision, September 2009.

Mikel Rodriguez, Saad Ali and Takeo Kanade, Tracking in Unstructured Crowded Scenes, International Conference on Computer Vision, September 2009.

Arslan Basharat and Mubarak Shah, Time Series Prediction by Chaotic Modeling of Nonlinear Dynamical Systems, International Conference on Computer Vision, September 2009.

Kishore Reddy, Jingen Liu, and Mubarak Shah, Incremental Action Recognition Using Feature-Tree, International Conference on Computer Vision, September 2009.

Ramin Mehran, Alexis Oyama and Mubarak Shah, Abnormal Crowd Behavior Detection using Social Force Model, IEEE Conference on Computer Vision and Pattern Recognition, Miami, Florida, 2009.

Jingen Liu, Jiebo Luo and Mubarak Shah, Recognizing Realistic Actions from Videos “in the Wild”, IEEE Conference on Computer Vision and Pattern Recognition, Miami, Florida, 2009.

Jingen Liu, Yang Yang and Mubarak Shah, Learning Semantic Visual Vocabularies Using Diffusion Distance, IEEE Conference on Computer Vision and Pattern Recognition, Miami, Florida, 2009.

2008

Jun Xie, Min Hu, and Mubarak Shah, Unfolding Warping for Object Recognition, International Conference on Pattern Recognition, December 2008.

Min Hu, Saad Ali and Mubarak Shah, Learning Mtion Patterns in Crowded Scenes Using Motion Flow Field, International Conference on Pattern Recognition, December 2008.

Min Hu, Saad Ali, and mubarak Shah, Detecting Global Motion Patterns in Complex Videos, International Conference on Pattern Recognition, December 2008.

Saad Ali and Mubarak Shah, Floor Fields for Tracking in High Density Crowded Scenes, European Conference on Computer Vision, Marseille, France, October 12-18, 2008.

Jun Xie, Shahid Khan, and Mubarak Shah, Automatic Tracking of Escherichia Coli Bacteria, 11th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI, September 6-10, New York City. 2008.

Andrew Miller, Mubarak Shah, and Don Harper, Landing a UAV on a Runway Using Image Registration, International Conference on Robotics & Automation, 2008.

Pingkun Yan, Saad M. Khan, and Mubarak Shah, Learning 4D Action Feature Models for Arbitrary View Action Recognition, IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, Alaska 2008.

Jingen Liu, Saad Ali, and Mubarak Shah, Recognizing Human Actions Using Multiple Features, IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, Alaska 2008.

Arslan Basharat, Alexei Gritai, and Mubarak Shah, Learning Object Motion Patterns for Anomaly Detection and Improved Object Detection, IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, Alaska 2008.

Yusuf Aytar, Mubarak Shah, and Jiebo Luo, Utilizing Semantic Word Similarity Measures for Video Retrieval, IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, Alaska 2008.

Jingen Liu, and Mubarak Shah, Learning Human Actions via Information Maximization, IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, Alaska 2008.

Saad M. Khan, and Mubarak Shah, Reconstructing Non-stationary Articulated Objects in Monocular Video using Silhouette Information, IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, Alaska 2008.

Mikel D. Rodriguez, Javed Ahmed, and Mubarak Shah, Action MACH: A Spatio-temporal Maximum Average Correlation Height Filter for Action Recognition, IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, Alaska 2008.

Mikel D. Rodriguez and Mubarak Shah, Visual Surveillance in Maritime Port Facilities, SPIE Defense and Security Symposium, Orlando, Florida, 2008.

2007

Martin Schiavenato, Jacqueline Byers, Paul Scovanner, Piotr Windyga, and Mubarak Shah Is there a Primal Face of Pain? A methodology answer, Proceedings of the 29th Annual International Conference of the IEEE EMBS, Cité Internationale, Lyon, France, August 23-26, 2007.

Saad M. Khan, Pingkun Yan, and Mubarak Shah, A Homographic Framework for the Fusion of Multi-view Silhouettes, ICCV 2007, Rio de Janeiro, Brazil.

Pingkun Yan, Saad M. Khan, and Mubarak Shah, 3D Model based Object Class Detection in an Arbitrary View, ICCV 2007, Rio de Janeiro, Brazil.

Jingen Liu and Mubarak Shah, Scene Modeling Using Co-clustering, ICCV 2007, Rio de Janeiro, Brazil.

Saad Ali, Arslan Basharat, and Mubarak Shah, Chaotic Invariants for Human Action Recognition, ICCV 2007, Rio de Janeiro, Brazil.

Paul Scovanner, Saad Ali, and Mubarak Shah, A 3-Dimensional SIFT Descriptor and its Application to Action Recognition, ACM MM 2007.

Mikel D. Rodriguez, and Mubarak Shah, Detecting and Segmenting Humans in Crowded Scenes, ACM MM 2007.

M. F. Tappen. Utilizing Variational Optimization to Learn Markov Random Fields,IEEE Computer Vision and Pattern Recognition conference, 2007

M. F. Tappen, C. Liu, E. H. Adelson, and W. T. Freeman. Learning Gaussian Conditional Random Fields for Low-Level Vision,IEEE Computer Vision and Pattern Recognition conference, 2007

Yaser Sheikh, Asad Hakeem, and Mubarak Shah On the Direct Estimation of the Fundamental Matrix, IEEE Conference on Computer Vision and Pattern Recognition, Minneapolis, USA 2007.

Yaser Sheikh, Xin Li, and Mubarak Shah Trajectory Association across Non-overlapping Moving Cameras in Planar Scenes, IEEE Conference on Computer Vision and Pattern Recognition, Minneapolis, USA 2007.

Yaser Sheikh, Alexei Gritai, and Mubarak Shah On the Spacetime Geometry of Galilean Cameras, IEEE Conference on Computer Vision and Pattern Recognition, Minneapolis, USA 2007.

Saad Ali, Vladimir Reilly, and Mubarak Shah Motion and Appearance Contexts for Tracking and Re-Acquiring Targets in Aerial Video, IEEE Conference on Computer Vision and Pattern Recognition, Minneapolis, USA 2007.

Saad Ali and Mubarak Shah A Lagrangian Particle Dynamics Approach for Crowd Flow Segmentation and Stability Analysis, IEEE Conference on Computer Vision and Pattern Recognition, Minneapolis, USA 2007.

Javed Ahmed, Mubarak Shah, Andrew Miller, Don Harper, and M.N. Jafri, A Vision-Based System for a UGV to Handle a Road Intersection, AAAI 2007.

Andrew Miller and Mubarak Shah Foreground Segmentation in Surveillance Scenes Containing a Door, IEEE International Conference on Multimedia & Expo, Beijing, China 2007.

Brandyn White and Mubarak Shah Automatically Tuning Background Subtraction Parameters Using Particle Swarm Optimization, IEEE International Conference on Multimedia & Expo, Beijing, China 2007.

Yusuf Aytar, Omer Bilal Orhan and Mubarak Shah Improving Semantic Concept Detection and Retrieval Using Contextual Estimates, IEEE International Conference on Multimedia & Expo, Beijing, China 2007.

2006

Asaad Hakeem, Roberto Vezzani, Mubarak Shah, and Rita Cucchiara, Estimating Geospatial Trajectory of a Moving Camera, ICPR 2006.

Saad Ali and Mubarak Shah, COCOA - Tracking in Aerial Imagery, SPIE Airborne Intelligence, Surveillance, Reconnaissance (ISR) Systems and Applications, Orlando, 2006.

Jingen Liu, Yun Zhai, and Mubarak Shah, PEGASUS: an information mining system for TV news videos, SPIE Defense and Security Symposium, Orlando, Florida, May, 2006.

Yun Zhai, Mubarak Shah, Visual Attention Detection in Video Sequences Using Spatiotemporal Cues, ACM MM 2006, Santa Barbara, CA, USA.

Humera Noor, Shahid H. Mirza,Yaser Sheikh, Amit Jain, Mubarak Shah, Model Generation for Video based Object Recognition, ACM MM 2006, Santa Barbara, CA, USA.

Yaser Sheikh, Niels Haering, Mubarak Shah, Shape from Dynamic Texture for Planes, IEEE Conference on Computer Vision and Pattern Recognition, New York, USA 2006.

Fahd Rafi, Saad M. Khan, Khurram Shafiq, Mubarak Shah. Autonomous Target Following by Unmanned Aerial Vehicles, SPIE Defence and Security Symposium 2006, Orlando FL.

Alexei Gritai, Mubarak Shah, Tracking of Human Body Joints Using Anthropometry, International Conference of Multimedia and Expo, Toronto, Canada, 2006.

Yun Zhai, Jingen Liu, Mubarak Shah, Automatic Query Expansion In News Video Retrieval", International Conference of Multimedia and Expo, Toronto, Canada, 2006.

Saad M. Khan, Fahd Rafi, Mubarak Shah, Where was the picture taken: Image Localization in Route Panoramas using Epipolar Geometry, International Conference of Multimedia and Expo, Toronto, Canada, 2006.

Saad M. Khan, Mubarak Shah, A Multiview Approach to Tracking People in Crowded Scenes using a Planar Homography Constraint, European Conference of Computer Vision 2006.

2005

Yun Zhai and Mubarak Shah, Tracking News Stories Across Different Sources, ACM Multimedia 2005, Singapore, November 6-12.

Saad M. Khan and Mubarak Shah, Detecting Group Activities Using Rigidity of Formation, ACM Multimedia 2005, Singapore, November 6-12.

Yun Zhai and Mubarak Shah, Determining Structure in Continuously Recorded Videos, ACM Multimedia 2005, Singapore, November 6-12.

Asaad Hakeem, Khurram Shafique, and Mubarak Shah, Object-based Video Coding Framework for Static Camera Videos, ACM Multimedia 2005, Singapore, November 6-12.

Yun Zhai, Alper Yilmaz, and Mubarak Shah, Story Segmentation in News Videos Using Visual and Text Cues, International Conference on Image and Video Retrieval (CIVR), pp. 92-102, 2005.

Yun Zhai and Mubarak Shah, A General Framework for Temporal Video Scene Segmentation, IEEE ICCV 2005, Beijing, China, October 15-21.

Paul Smith, Niels da Vitoria Lobo, and Mubarak Shah, Temporal Boost for Event Recognition, IEEE ICCV 2005, Beijing, China, October 15-21.

Alper Yilmaz and Mubarak Shah, Recognizing Human Actions in Videos Acquired by Uncalibrated Moving Cameras, IEEE ICCV 2005, Beijing, China, October 15-21.

Saad Ali and Mubarak Shah, A Supervised Learning Framework for Generic Object Detection in Images, IEEE ICCV 2005, Beijing, China, October 15-21.

Yaser Sheikh and Mubarak Shah, Object Tracking Across Multiple Independently Moving Cameras, IEEE ICCV 2005, Beijing, China, October 15-21.

Yaser Sheikh and Mubarak Shah, Exploring the Space of a Human Action, IEEE ICCV 2005, Beijing, China, October 15-21.

Pingkun Yan, Weijia Shen, Ashraf A. Kassim, and Mubarak Shah, Segmentation of Neighboring Organs in Medical Image with Model Competition, 8th International Conference on Medical Image Computing and Computer Assisted Intervention, Palm Springs, California, USA October 26-29, 2005.

Asaad Hakeem and Mubarak Shah, Multiple Agent Event Detection and Representation in Videos, The Twentieth National Conference on Artificial Intelligence (AAAI), 2005.

Orkun Alatas, Omar Javed and Mubarak Shah, Video Compression Using Structural Flow, IEEE International Conference on Image Processing, Genova, September 2005.

Yun Zhai, Jingen Liu, Xiaochun Cao, Arslan Basharat, Asaad Hakeem, Saad Ali, Mubarak Shah, Costantino Grana and Rita Cucchiarra, Video Understanding and Content-Based Retrieval, TREC Video Retrieval Evaluation Forum (TRECVID), Gaithersburg, Maryland, 2005.

Yun Zhai and Mubarak Shah, A Multi-Level Framework for Video Shot Structuring, International Conference on Image Analysis and Recognition (ICIAR), Toronto, Canada, 2005.

Yun Zhai and Mubarak Shah, Automatic Segmentation of Home Videos, IEEE International Conference on Multimedia and Expo (ICME), Amsterdam, Netherlands, 2005.

Saad Ali and Mubarak Shah, An Integrated Approach for Generic Object Detection Using Kernel PCA and Boosting, IEEE International Conference on Multimedia and Expo 2005, Amsterdam, July 3-6.

Yaser Sheikh and Mubarak Shah, Bayesian Object Detection in Dynamic Scenes, IEEE CVPR 2005, San Diego, June 20-26.

Omar Javed, Khurram Shafique, and Mubarak Shah, Appearance Modeling for Tracking in Multiple Non-overlapping Cameras, IEEE CVPR 2005, San Diego, June 20-26.

Alper Yilmaz and Mubarak Shah, Actions As Objects: A Novel Action Representation, IEEE CVPR 2005, San Diego, June 20-26.

Omar Javed, Saad Ali, and Mubarak Shah, Online Detection and Classification of Moving Objects Using Progressively Improving Detectors, IEEE CVPR 2005, San Diego, June 20-26.

Jiangjian Xiao and Mubarak Shah, Accurate Motion Layer Segmentation and Matting, IEEE CVPR 2005, San Diego, June 20-26.

Xiaochun Cao and Mubarak Shah, Camera Calibration and Light Source Orientation Estimation from Images with Shadows, IEEE CVPR 2005, San Diego, June 20-26.

D. Batz, M. Batz, N. da Vitoria Lobo, and M. Shah, "Visual System for Monitoring Medication Intake", in Procs. Canadian Conference on Computer and Robot Vision, Victoria, B.C., May 2005.

J. Garcia, N. da Vitoria Lobo, M. Shah, and J. Feinstein, "Finding Heads in Single Images", in Procs. Canadian Conference on Computer and Robot Vision, Victoria, B.C., May 2005.>