Publications
Journal Papers
2019
Tesfaye, Yonatan Tariku, Eyasu Zemene, Andrea Prati, Marcello Pelillo, Mubarak Shah, Multi-target tracking in multiple non-overlapping cameras using constrained dominant sets, International Journal for Computer Vision (IJCV), September 2019, Volume 127, Issue 9, pp1303-1320. [Project Page]Khosravan N, Celik H, Turkbey B, Jones EC, Wood B, Bagci U., A collaborative computer aided diagnosis (C-CAD) system with eye-tracking, sparse attentional model, and deep learning. Medical image analysis. 2019 Jan 1;51:101-15.
Irmakci I, Hussein S, Savran A, Kalyani RR, Reiter D, Chia CW, Fishbein KW, Spencer RG, Ferrucci L, Bagci U., A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation. IEEE Transactions on Biomedical Engineering. 2019 Apr;66(4):1069-81.
Hussein S, Kandel P, Bolan CW, Wallace MB, Bagci U. Lung and pancreatic tumor characterization in the deep learning era: novel supervised and unsupervised learning approaches. IEEE transactions on medical imaging. 2019 Jan 23.
Bagci U, Hussein S, inventors; University of Central Florida Research Foundation Inc (UCFRF), assignee. System and method for image-based quantification of white and brown adipose tissue at the whole-body, organ and body-region levels. United States patent application US 10/157,462. 2018 Dec 18.
Bogunovic H, Venhuizen F, Klimscha S, Apostolopoulos S, Bab-Hadiashar A, Bagci U, Beg MF, Bekalo L, Chen Q, Ciller C, Gopinath K. RETOUCH-The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge. IEEE transactions on medical imaging. 2019 Feb 26.
Vinsard DG, Mori Y, Misawa M, Kudo SE, Rastogi A, Bagci U, Rex DK, Wallace MB. Quality Assurance of Computer-Aided Detection and Diagnosis in Colonoscopy. Gastrointestinal Endoscopy. 2019 Mar 26.
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2018
Amir Mazaheri, Boqing Gong, and Mubarak Shah. 2018. Learning a Multi-Concept Video Retrieval Model with Multiple Latent Variables. ACM Trans. Multimedia Comput. Commun. Appl. 14, 2, Article 46 (April 2018), 21 pages. DOIE. Z. Mequanint, Y. T. Tesfaye, H. Idrees, A. Prati, M. Pelillo and M. Shah, Large-scale Image Geo-Localization Using Dominant Sets," in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. PP, no. 99, pp. 1-1. doi: 10.1109/TPAMI.2017.2787132
Y. Tian, A. Deghan, M. Shah, "On Detection, Data Association and Segmentation for Multi-target Tracking" in IEEE Transactions on Pattern Analysis and Machine Intelligence., doi: 10.1109/TPAMI.2018.2849374
2017
Aileen L. Greena, Ulas Bagcid, Sarfaraz Husseind, Patrick V. Kellyc, Razi Muzaffara, Brent A. Neuschwander-Tetrib and Medhat M. Osmana, Brown adipose tissue detected by PET/CT imaging is associated with less central obesity, NuclearMedicine Communications, Volume 38, Issue 7, pp. 629-635, July 2017.Haroon Idrees, Amir R. Zamir, Yu-Gang Jiang, Alex Gorban, Ivan Laptev, Rahul Sukthankar, and Mubarak Shah, The THUMOS Challenge on Action Recognition for Videos "in the Wild", Computer Vision and Image Understanding, Preprint.
Afshin Dehghan and Mubarak Shah, Binary Quadratic Programing for Online Tracking of Hundreds of People in Extremely Crowded Scenes, Transactions on Pattern Analysis and Machine Intelligence, 2017.
Hossein Rahmani, Ajmal Mian and Mubarak Shah, Learning a Deep Model for Human Action Recognition from Novel Viewpoints , Transactions on Pattern Analysis and Machine Intelligence, Volume: PP, Issue: 99, 06 April 2017.
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2016
Gonzalo Vaca-Castano, Samarjit Das, Joao P. Sousa, Niels D. Lobo, and Mubarak Shah, Improved Scene Identification and Object Detection on Egocentric Vision of Daily Activities, Computer Vision and Image Understanding (CVIU), 2016. http://dx.doi.org/10.1016/j.cviu.2016.10.016 [Project Page]Sarfaraz Hussein, Aileen Green, Arjun Watane, David Reiter, Xinjian Chen, Georgios Z. Papadakis, Bradford Wood, Aaron Cypess, Medhat Osman, and Ulas Bagci, Automatic Segmentation and Quantification of White and Brown Adipose Tissues from PET/CT Scans, IEEE Transactions on Medical Imaging, vol.PP, no.99, pp.1-1. https://doi.org/10.1109/TMI.2016.2636188
Ali Borji, Mengyang Feng, Huchuan Lu, Vanishing point attracts gaze in free-viewing and visual search tasks, Journal of Vision, November 2016, Vol.16, 18. https://doi.org/10.1167/16.14.18
Haroon Idrees , Amir R. Zamir, Yu-Gang Jiang, Alex Gorban, Ivan Laptev, Rahul Sukthankar, Mubarak Shah, The THUMOS Challenge on Action Recognition for Videos "in the Wild", Computer Vision and Image Understanding, Preprint.
Y Zhou, U Teomete, O Dandin, O Osman, T Dandinoglu, U Bagci, W Zhao, Computer-Aided Detection (CADx) for Plastic Deformation Fractures in Pediatric Forearm, Computers in Biology and Medicine 78, 120-125, 2016.http://dx.doi.org/10.1016/j.compbiomed.2016.09.013
GZ Papadakis, C Millo, SM Sadowski, U Bagci, NJ Patronas, Kidney Tumor in a von Hippel-Lindau (VHL) Patient With Intensely Increased Activity on 68Ga-DOTA-TATE PET/CT, Clinical Nuclear Medicine, 2016.
Gonzalo Vaca-Castano, Samarjit Das, Joao P. Sousa, Niels D. Lobo and Mubarak Shah, Improved scene identification and object detection on egocentric vision of daily activities, Computer Vision and Image Understanding, October 2016. http://dx.doi.org/10.1016/j.cviu.2016.10.016
GZ Papadakis, C Millo, SM Sadowski, U Bagci, NJ Patronas, Epididymal Cystadenomas in von Hippel-Lindau Disease Showing Increased Activity on 68Ga DOTATATE PET/CT, Clinical Nuclear Medicine,in press, 2016. http://doi.org/10.1097/RLU.0000000000001314
GZ Papadakis, C Millo, SM Sadowski, U Bagci, NJ Patronas, Endolymphatic Sac Tumor Showing Increased Activity on 68Ga DOTATATE PET/CT, Clinical Nuclear Medicine,in press, 2016. http://doi.org/10.1097/RLU.0000000000001315
R.F. Johnson, U.Bagci, et al., 3B11-N, a monoclonal antibody against MERS-CoV, reduces lung pathology in rhesus monkeys following intratracheal inoculation of MERS-CoV Jordan-n3/2012, Virology,490:49-58, March 2016. http://dx.doi.org/10.1016/j.virol.2016.01.004
Ali Borji, Mengyang Feng, Huchuan Lu, Vanishing point attracts gaze in free-viewing and visual search tasks, Journal of Vision, 2016.
Sema Candemir, Stefan Jaeger, Sameer Antani, Ulas Bagci, Les R. Folio, Ziyue Xu, George Thoma, Atlas-based Rib-Bone Detection in Chest X-rays, Computerized Medical Imaging and Graphics, Available online 13 April 2016, ISSN 0895-6111.
J Wang, A Borji, CC Kuo, L Itti, Learning a combined model of visual saliency for fixation prediction, IEEE Transactions on Image Processing, Volume 25, Issue 4, pp. 1566-1579, April 2016.
Reed F Johnson, Ulas Bagci, et al., 3B11-N, a monoclonal antibody against MERS-CoV, reduces lung pathology in rhesus monkeys following intratracheal inoculation of MERS-CoV Jordan-n3/2012, Virology, Volume 490, March 2016, Pages 49-58.
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2015
Georgios Z Papadakis, Corina Millo, Ulas Bagci, Samira M Sadowski, Constantine A Stratakis, Schmorl Nodes Can Cause Increased 68Ga DOTATATE Activity on PET/CT, Mimicking Metastasis in Patients With Neuroendocrine Malignancy, Clinical Nuclear Medicine, 2015.Afshin Dehghan, Omar Oreifej and Mubarak Shah, Complex event recognition using constrained low-rank representation Image and Vision Computing (IVC), Volume 42, Pages 13-21, 2015.
Haroon Idrees, Khurram Soomro and Mubarak Shah, Detecting Humans in Dense Crowds using Locally-Consistent Scale Prior and Global Occlusion Reasoning, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Volume 37, Issue 10, pp. 1986-1998, 23 January 2015. http://dx.doi.org/10.1109/TPAMI.2015.2396051
Nasim Souly and Mubarak Shah, Visual Saliency Detection Using Group Lasso Regularization in Videos of Natural Scenes, International Journal of Computer Vision, 2015. http://doi.org/10.1007/s11263-015-0853-6
Becker, M.C. Freeman, L.Vogel, J.C. Johnsson, G.Olinger, J.P.Todd, U. Bagci*, J. Solomon, D.J. Mollura, L.Hansley, P. Jahriling, M.R. Denison, S.S.Rao, K.Subbarao, P.D.Kwong, J.R.Mascola, W.Kong, B.S. Graham, Evaluation of Candidate Vaccine Approaches for MERS-CoV, Nature Communications, Volume 6, Article Number: 7712, 28 July 2015. http://doi.org/10.1038/ncomms8712
J.V. Camp, U. Bagci*, Y. Chu, B. Squier, M. Fraig, S.M. Uriarte, H. Guo, D.J. Mollura, C.B. Jonsson, Lower Respiratory Tract Infection of the Ferret by 2009 H1N1 Pandemic Influenza A Virus Triggers Biphasic Systemic and Local Neutrophil Recruitment, Journal of Virology, in press, 2015.
Ziyue Xu, Ulas Bagci*, Brent Foster, Awais Mansoor, Jayaram K. Udupa, Daniel J. Mollura, A Hybrid Method for Airway Segmentation and Automated Measurement of Bronchial Wall Thickness on CT, Medical Image Analysis, Volume 24, Issue 1, Pages 1-17, August 2015. http://dx.doi.org/10.1016/j.media.2015.05.003
Ziyue Xu, Ulas Bagci*, Awais Mansoor, Gabriela Kramer-Marek, Brian Luna, Andre Kubler, Bappaditya Dey, Brent Foster, Georgios Z. Papadakis, Jeremy V. Camp, Colleen B. Jonsson, William R. Bishai, Sanjay Jain, Jayaram K. Udupa, Daniel J. Mollura, Computer-aided pulmonary image analysis in small animal models, Medical Physics, accepted, 2015.
Georgios Z. Papadakis, Corina Millo, Ulas Bagci*, Nicholas J. Patronas, Constantine A. Stratakis, Talc Pleurodesis with intense 18F-FDG activity but no 68Ga-DOTA-TATE activity on PET/CT, Clinical Nuclear Medicine, in press, 2015.
A.Mansoor, U. Bagci*, B.Foster, Z.Xu, G.Z. Papadakis, L. Folio, J.K. Udupa, D.J. Mollura, Segmentation and Image Analysis of Abnormal Lungs at CT: Current Approaches, Challenges, and Future Trends, Radiographics, Vol. 35 (4), pp. 1056-1076, 2015.
G.Z. Papadakis, U. Bagci*, S.M. Sadowski, N.J. Patronas, C.A. Stratakis, Ectopic ACTH and CRH co-secreting tumor localized by 68Ga-DOTA-TATE PET/CT, Clinical Nuclear Medicine, in press, 2015.
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2014
Soumyabrata Dey, A. Ravishankar Rao, Mubarak Shah, Attributed graph distance measure for automatic detection of Attention Deficit Hyperactive Disordered subjects, Frontiers in Neural Circuits, Volume 8, Number 64, June 2014. http://dx.doi.org/10.3389/fncir.2014.00064Amir Roshan Zamir, and Mubarak Shah, Image Geo-localization Based on Multiple Nearest Neighbor Feature Matching Using Generalized Graphs, IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume PP, Issue 99, Pages 1-1, 2014, August 2014. http://dx.doi.org/10.1109/TPAMI.2014.2299799
Arnold W. M. Smeulders, Dung M. Chu, Rita Cucchiara, Simone Calderara, Afshin Dehghan and, and Mubarak Shah, Visual Tracking: an Experimental Survey, IEEE Transaction on Pattern Analysis and Machine Intelligence, Vol. 36, NO. 7, July 2014.
Subhabrata Bhattacharya, Ramin Mehran, Rahul Sukthankar, Mubarak Shah, Classification of Cinematographic Shots using Lie Algebra and its Application to Complex Event Recognition, IEEE Transactions on Multimedia, Volume 16, No. 3, Pages 686-696, January 2014. http://dx.doi.org/10.1109/TMM.2014.2300833
Haroon Idrees, Nolan Warner, and Mubarak Shah, Tracking in dense crowds using prominence and neighborhood motion concurrence, Image and Vision Computing, Volume 32, Issue 1, Pages 14-26, January 2014. http://dx.doi.org/10.1016/j.imavis.2013.10.006
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2013
Berkan Solmaz, Shayan Modiri A., and Mubarak Shah, Classifying Web Videos using a Global Video Descriptor, Machine Vision and Applications (MVA), Volume 24, Issue 7, Pages 1473-1485, October 2013. http://dx.doi.org/10.1007/s00138-012-0449-xSalman Khokhar, Imran Saleemi, and Mubarak Shah, Multi-agent event recognition by preservation of spatiotemporal relationships between probabilistic models, Image and Vision Computing, Volume 31, Issue 9, Pages 603-615, September 2013. http://dx.doi.org/10.1016/j.imavis.2013.06.004
Imran Saleemi, and Mubarak Shah, Multiframe Many-Many Point Correspondence for Vehicle Tracking in High Density Wide Area Aerial Videos, International Journal of Computer Vision, Volume 104, Issue 2, Pages 198-219, September 2013.
Yang Yang, Imran Saleemi, and Mubarak Shah, Discovering Motion Primitives for Unsupervised Grouping and One-Shote Learning of Human Actions, Gestures, and Expressions, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Volume 35, Issue 7, Pages 1635-1648, July 2013.
Kishore K. Reddy, and Mubarak Shah, Recognizing 50 Human Action Categories of Web Videos, Machine Vision and Applications (MVA), Volume 24, Issue 5, pp 971-981, July 2013. http://dx.doi.org/10.1007/s00138-012-0450-4
Yu-Gang Jiang, Subhabrata Bhattacharya, Shih-Fu Chang, and Mubarak Shah, High-level event recognition in unconstrained videos, International Journal for Multimedia Information Retrieval, Vol. 2, Issue 2, pp 73-101, June 2013. http://dx.doi.org/10.1007/s13735-012-0024-2
P. Gupta, N. Da Vitoria Lobo, J.J. LaViola, Jon Harter, Phillip Napieralski, Markerless Tracking And Gesture Recognition Using Polar Correlation of Camera Optical Flow, Machine Vision and Applications Journal, Volume 24, Issue 3, pp 651-666, April 2013.
Hamid Izadinia, Imran Saleemi, and Mubarak Shah, Multimodal Analysis for Identification and Segmentation of Moving-Sounding Objects, IEEE Transactions on Multimedia, Volume 15, Issue 2, Pages 378-390, February 2013.
Oreifej, Xin Li, and Mubarak Shah, Simultaneous Video Stabilization and Moving Object Detection in Turbulence, IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 35, Issue 2, Pages 450-462, February 2013.
Vladimir Reilly, Berkan Solmaz, and Mubarak Shah, Shadow Casting Out Of Plane (SCOOP) Candidates for Human and Vehicle Detection in Aerial Imagery, International Journal of Computer Vision, Volume 101, Issue 2, Pages 350-366, January 2013.
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2012
Soumyabrata Dey, A. Ravishankar Rao, and Mubarak Shah, Exploiting the brains network structure in identifying ADHD subjects, Frontiers in Systems Neuroscience, Volume 6, Article 75, Pages 1-13, November 16th, 2012.Berkan Solmaz Brian E. Moore, and Mubarak Shah, Identifying Behaviours in Crowd Scenes Using Stability Analysis for Dynamical Systems, IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 34, Issue 10, Pages 2064-2070, October 2012.
Jingen Liu, Yang Yang, Imran Saleemi, and Mubarak Shah, Learning Semantic Features for Action Recognition via Diffusion Maps, Computer Vision and Image Understanding, Volume 116, Issue 3, March 2012.
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2011
Brian E. Moore, Saad Ali, Ramin Mehran, and Mubarak Shah, Visual Crowd Surveillance through a Hydrodynamics Lens, Communication of ACM, December 2011, vol. 54, no. 12, pp 64-73.Subhabrata Bhattacharya, Rahul Sukthankar and Mubarak Shah, A holistic approach to aesthetic enhancement of photographs, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), Volume 75, Issue 1, October 2011.
Kingsley Osuala, Kathleen Telusma, Saad M. Khan, Shandon Wu, Mubarak Shah, Candice Baker, Sabikha Alam, Ibrahim Abukenda, Aura Fuentes, Hani B. Seifein, Steven N. Ebert, Distinctive Left-Sided Distribution of Adrenergic-Derived Cells in the Adult Mouse Heart, PLoS One, Volume 6, Issue 7, July 2011.
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2010
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), Volume 32, Issue 2, Pages: 288-303, February 2010. (#1 Ranked title in both Electrical Engineering & Artificial Intelligence according to the 2008 Journal Citations Report by Thomson-ISI.)[Back to top]
2009
Alexei Gritai, Yaser Sheikh, Cen Rao and Mubarak Shah, Matching Trajectories of Anatomical Landmarks under Viewpoint Anthropometric, and Temporal Transforms, International Journal of Computer Vision (IJCV), Volume 84, Issue 3, Pages: 325-343, September 2009.Jun Xie, Shahid Khan, and Mubarak Shah, Automatic Tracking of Escherichia Coli in Phase-Contrast Microscopy Video, IEEE Trans. on Biomedical Engineering, Vol. 56, no2, pp. 390-399, 2009.
I. Saleemi, K. Shafique, M.Shah, Probabilistic Modeling of Scene Dynamics for Applications in VIsual Surveillance , IEEE TPAMI 2008, Vol 31, No. 8, August 2009.
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.
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2008
Jun Xie, Pheng-Ann Heng, and Mubarak Shah, A Shape Matching Approach Using Skeletal Features and Context Descriptor, Pattern Recognition, Volume 41, Issue 5, May 2008.J. Ahmed, M.N. Jafri, M.Shah, M. Akbar, Real-time 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 , IEEE Transactions on PAMI, Volume 30, No. 2, February 2008, Pages 361-367.
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.
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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.
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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.
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2005
Zeeshan Rasheed and Mubarak Shah, Detection and Representation of Scenes in Videos, IEEE Transactions on Multimedia, Vol. 7, No.6, December 2005.Arslan Basharat, Asaad Hakeem, Mubarak Shah, and Abhijit Mahalanobis, Automatic Target Detection and Recognition in Video Sensor Network with Stationary and Mobile Nodes, OE Magazine, Member Publication of SPIE, November 2005.
Xiaochun Cao, Yuping Shen, Mubarak Shah, and Hassan Foroosh, Single View Compositing with Shadows, Visual Computer, Vol. 21, No. 8-10, pp. 639-648, September 2005.
Yaser Sheikh and Mubarak Shah, Bayesian Modelling of Dynamic Scenes for Object Detection, IEEE Transactions on PAMI Vol.27, issue 11 (Nov 2005), pp.1778-1792.
Yun Zhai, Zeeshan Rasheed, and Mubarak Shah, Semantic Classification of Movie Scenes Using Finite State Machines, IEEE Proceedings on Vision, Image and Signal Processing Vol.152, issue 6 (Dec 2005), pp.896-901
Khurram Hassan-Shafique and Mubarak Shah, A Non-Iterative Greedy Algorithm for Multi-frame Point Correspondence, IEEE Transactions on Pattern Analysis and Machine Intelligence Vol 27, issue 1 (Jan 2005), pp.51-65.
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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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1991
Krishnan Rangarajan and Mubarak Shah, Establishing Motion Correspondence, Computer Vision, Graphics and Image Processing: Image Understanding, pp 56-73, July 1991.[Back to top]
1990
Donna Williams and Mubarak Shah, Edge Contours Using Multiple Scales, Computer Vision, Graphics and Image Processing, Vol. 51, pp. 256-274, September 1990.[Back to top]
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.
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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.[Back to top]
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.[Back to top]
1984
M. Shah and R. Jain, Detecting Time Varying Corners, Computer Vision, Graphics and Image Processing, Vol. 28, pp. 345-355, December 1984.[Back to top]
