Publications Co-authored by REU Participants
Irene Tanner , Abhijit Mahalanobis, Fundamentals of Target Classification Using Deep Learning, SPIE's Defense and Commercial Sensing (DCS 2019).
Cecilia LaPlace, Aisha Urooj, Ali Borji, Segmenting Sky Pixels in Images: Analysis and Comparison, 2019 IEEE Winter Conference on Applications of Computer Vision (WACV 2019).
Maria Mosquera Chuquicusma, Sarfaraz Hussein, Ulas Bagci, How to Fool Radiologists with Generative Adversarial Networks? A Visual Turing Test for Lung Cancer Diagnosis, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).
Jacob Laurel, Aidean Sharghi, et al. Query-focused video summarization: Dataset, Evaluation, and a Memory Network Based Approach, CVPR 2017.
Jesscia Finocchiaro, AU Khan, A Borji, Egocentric Height Estimation, WACV 2017.
A. Sharghi, J. Laurel, and B. Gong, Query-Focused Video Summarization: Dataset, Evaluation, and A Memory Network Based Approach, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), Honolulu, HI, July 22-25, 2017.
Mahdi M. Kalayeh, Misrak Seifu, Wesna LaLanne, Mubarak Shah, How to Take a Good Selfie?, in Proceedings of ACM Multimedia Conference 2015 (ACMMM 2015), Brisbane, Australia, October 26-30, 2015
Shervin Ardeshir, Kofi Malcolm Collins-Sibley, Mubarak Shah, Geo-semantic Segmentation, in Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston, Massachusetts, June 8-12, 2015. [Project Page] [Video of Presentation]
Shervin Ardeshir, Amir Roshan Zamir, Alejandro Torroella, and Mubarak Shah, GIS-Assisted Object Detection and Geospatial Localization, ECCV 2014, Zurich, Switzerland, September 6-12, 2014.
Afshin Dehghan, Enrique G. Ortiz, Ruben Villegas, and Mubarak Shah, Who Do I Look Like? Determining Parent-Offspring Resemblance via Genetic Features, CVPR 2014, Columbus, Ohio, June 23-28, 2014. [Spotlight Video]
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
Haroon Idrees, Imran Saleemi, Cody Seibert, and Mubarak Shah, Multi-Source Multi-Scale Counting in Extremely Dense Crowd Images, Computer Vision and Pattern Recognition 2013, Portland, Oregon, June 23-28, 2013.
Enrique G. Ortiz, Alan Wright, and Mubarak Shah, Face Recognition in Movie Trailers via Mean Sequence Sparse Representation-based Classification, Computer Vision and Pattern Recognition 2013, Portland, Oregon, June 23-28, 2013.
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, April 2013, Volume 24, Issue 3, pp 651-666.
Z. Han, S. Z. Masood, J. Hochreiter, S. Fonte, and M. F. Tappen "Album-Oriented Face Recognition For Online Social Networks", To Appear in the 10th IEEE International Conference on Automatic Face and Gesture Recognition
Guang Shu, Afshin Dehghan, Omar Oreifej, Emily Hand, and Mubarak Shah, Part-based Multiple-Person Tracking with Partial Occlusion Handling, Computer Vision and Pattern Recognition 2012, Providence, RI, June 16-21, 2012.
Amir Roshan Zamir, Alexander Darino, Ryan Patrick, and Mubarak Shah, Street View Challenge: Identification of Commercial Entities in Street View Imagery, ICMLA 2011, Honolulu, Hawaii, December 18-21, 2011.
K. Tang, M. F. Tappen, R. Sukthankar, and C. Lampert, "Optimizing One-Shot Recognition with Micro-Set Learning", Appeared in the 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2010), pages 3027-3034
Vladimir Reilly, Mubarak Shah, and S. Ali, "Motion and Appearance Contexts for Tracking and Reacquiring Targets in Aerial Videos", CVPR, 2007.
Andrew Miller, Mubarak Shah, Foreground Segmentation in Surveillance Scenes Containing a Door, ICME, 2007.
Andrew Miller, Javed Ahmed, Mubarak Shah, Don Harper, and M.N. Jafri, A Vision-Based System for a UGV to Handle a Road Intersection, AAAI, 2007.
Chris Schwarz, Niels da Vitoria Lobo, The Camera-driven Interactive Table, Proc. IEEE WACV, 2007.
Jan Prokaj, Niels da Vitoria Lobo, Scale Space Based Grammar for Hand Detection, Springer Lecture Notes in Computer Science, Vol 4153/2006, pp. 17-26.
Chris Schwarz, Niels da Vitoria Lobo, Hand Pose Detection using Segments, in Proc. CRV2005, May 2005, Victoria
David Batz, Michael Batz, Niels da Vitoria Lobo, and Mubarak Shah, Visual System for Monitoring Medication Intake, in Proc CRV2005, May 2005
Justin Garcia, Niels da Vitoria Lobo, Mubarak Shah, and J. Feinstein, Finding Heads in Single Images, in Proc. CRV2005, May 2005, Victoria
Alfred K. Levy III, Niels da Vitoria Lobo, and Mubarak Shah, Object Tracking in Low Frame-Rate Video, in Proc. IMVIP2004, 2004.
Chris Schwarz, Niels da Vitoria Lobo, Hand Pose Detection using Segments, in Proc. CRV2005, May 2005, Victoria
Michael Wells, Niels da Vitoria Lobo, and Mubarak Shah, Automatic Visual Tracking for Analysis of Lifting, in Proc. IMVIP2004, 2004.
Jigna Bhatt, Niels da Vitoria Lobo, Mubarak Shah, and Bebis G., Automatic recognition of a baby gesture, Proc. ICTAI, 2003.
Ankur Datta, Niels da Vitoria Lobo, and Mubarak Shah, Person-on-Person Violence Detection in Moving and Stationary Camera Videos, IASTED conference on 2003.
Ankur Datta, Niels da Vitoria Lobo, and John Leeson, Novel Feature Vector for Image Authentication, ICME, 2003.
Paul Smith, Mubarak Shah, and Niels da Vitoria Lobo, Determining Driver Visual Attention with One Camera, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 25, No. 10, October 2003.
Walter Phillips III, Mubarak Shah, Niels da Vitoria Lobo, Flame Recognition in Video, Pattern Recognition Letters, Vol. 23 (1-3), pp 319-327, January 2002.
Jaime Dever, Niels da Vitoria Lobo, and Mubarak Shah, Automatic Visual Recognition of Armed Robbery, IEEE International Conference on Pattern Recognition, Canada, 2002.
Ankur Datta, Mubarak Shah Niels Da Vitoria Lobo, Person-on-Person Violence Detection in Video Data, IEEE International Conference on Pattern Recognition, Canada, 2002.
Richard Russo, Niels da Vitoria Lobo, Mubarak Shah, A Computer Vision System for Monitoring Production of Fast Food, Asian Conference on Computer Vision, Australia, January 2002.
Myles A., da Vitoria Lobo N., Shah M., "Wheelchair Detection in a Calibrated Environment", ACCV 2002.
Ayers D. and Shah M., Monitoring Human Behavior from Video Taken in an Office Environment, Image and Vision Computing, Volume 19, Issue 12, 1, pp 833-846, October 2001.
Paul Smith, Mubarak Shah, and Niels da Vitoria Lobo. Monitoring Head/Eye Motion for Driver Alertness with One Camera , Fifteenth IEEE International Conference on Pattern Recognition, September 3-8, 2000, Barcelona, Spain.
Wallick M. N., Lobo N. d. V., Shah M., Computer Vision Framework for Analyzing Projections from Video of Lectures, International Journal of Computers and Their Applications - Special Issue on Intelligent Systems, Volume 8, No.2, pp 89-100, June 2001.
Wallick M., da Vitoria Lobo N., and Shah M., "A System for Placing Videotaped and Digital Lectures Online", International Symposium on Intelligent Multimedia, Video and Speech Processing, 2001.
Bracewell D.B., da Vitoria Lobo N., Shah M., "Human identification through body measurements", Proceedings of Computers and Their Applications, 2001.
Walter Phillips III, Mubarak Shah, Niels da Vitoria Lobo, Flame Detection in Video, Workshop on Applications of Computer Vision, Palm Springs, CA, December 4-6, 2000.
Wallick M. N., Lobo N. d. V., Shah M., A Computer Vision Framework for Analyzing Computer and Overhead Projections from Within Video, ISCA 9th International Conference for Intelligent Systems, Louisville, KY, June 2000
Andrew Wu, Mubarak Shah, and Niels da Vitoria Lobo. A Virtual 3D Blackboard: 3D Finger Tracking using a single camera, FG'2000 Fourth IEEE International Conference on Automatic Face and Gesture Recognition, March 26-30, 2000, Grenoble, France.
Ruo Zhang, Ping-Sing Tsai, James Cryer and Mubarak Shah, Shape from Shading: A Survey, IEEE PAMI, 1999.
James Davis and Mubarak Shah, Toward 3-D Gesture Recognition, International Journal of Pattern Recognition and Artificial Intelligence, May 1999.
A. Ortega and Mubarak Shah, From Shape from Shading to Object Recognition, International Journal of Pattern Recognition and Artificial Intelligence, November 1998.
Sutton, M., Stark, L. and Bowyer, K, Reasoning about function to achieve generic recognition of rigid 3-D shapes, Pattern Recognition, 1998.
Douglas Ayers and Mubarak Shah, Monitoring Human Behavior in an Office Environment, Workshop on Applications of Computer Vision, 1998.
Piotr Windyga, Chris Ingrassia and Mubarak Shah, "A non-linear filter for impulsive noise reduction", Proceedings of Joint Conference of Information Sciences, 1998.
Shawn Dettmer, A. Seetharamaiah, L. Wang and Mubarak Shah, "Model-based approach for recognizing human activities From Video Sequences", NSF Workshop on Recent Advances in Computer Vision, Karachi, Pakistan, January 1-2, 1998.
Paul Prestopnik and Mubarak Shah, "Manipulating MR/CT Data With Hand Gestures", Sixth International Conference on Intelligent Systems, 1997.
Li Nan, Shawn Dettmer, and Mubarak Shah, Visually Recognizing Speech Using Eigensequences, chapter in Motion-Based Recognition, Kluwer Academic Publishers, 1997.
Tana Cicero, "Design of a Stereo Robot Head: Hardware and Software Issues", IEEE Region 6 - Central Area, student paper contest winner, 1996.
M Sutton, H Liu, L Stark, K Bowyer, "Towards a domain-independent function-based recognition system" structure 1, 0.8
James Cryer, Ping-Sing Tsai and Mubarak Shah, Combining Stereo and Shading, Pattern Recognition, Volume 28, No. 7, pp 1033-1043, July 1995.
Li Nan, Shawn Dettmer, and Mubarak Shah, 'Visual Lipreading Using Eigensequences", International Workshop on Automatic Face and Gesture Recognition, 1995.
M Sutton, L Stark, K Bowyer, "Gruff-3: Generalizing the domain of a function-based recognition system", Pattern Recognition 27 (12), 1743-1766, 1994
A Hoover, G Jean-Baptiste, DB Goldgof, KW Bowyer, "A methodology for evaluating range image segmentation techniques", WACV, 264-271, 1994
M Sallam, K Bowyer, "Registering time sequences of mammograms using a two-dimensional image unwarping technique", Second International Workshop on Digital Mammography, 121-130, 1994
A Hoover, D Goldgof, K Bowyer, "Building a B-rep from a segmented range image", CAD-Based Vision Workshop, 1994., Proceedings of the 1994 Second, 74-81
Macchi, W. S. and da Vitoria Lobo, N., "Interreflections with rough surfaces", International Conference on Patttern Recognition, Jerusalem, 1994.
James Davis and Mubarak Shah, Toward 3-D Gesture Recognition, Pattern Recognition and Artificial Intelligence journal, Volume 13, No. 3, May 1994, pp 381-393.
J. Davis and M. Shah, Visual Gesture Recognition, IEEE Vision, Image and Signal Processing, 141(2):101-106, April 1994.
P. Tsai, M. Shah, K. Keiter, and K. Kasparis, Cyclic Motion Detection, Pattern Recognition, Vol. 27, No. 12, 1994.
Ping-sing Tsai, Mubarak Shah, Katharine Keiter, and Takis Kasparis, Cyclic Motion Detection, International Conference on Pattern Recognition, 1994.
James Davis and Mubarak Shah, Gesture Recognition, European Conference on Computer Vision,1994.
Ruo Zhang, Ping-Sing Tsai, James Cryer, and Mubarak Shah, Analysis of Shape from Shading Techniques Computer Vision and Pattern Recognition, 1994.
L Stark, A Hoover, D Goldgof, K Bowyer, "Function-based recognition from incomplete knowledge of shape", Qualitative Vision, 1993, Proceedings of IEEE Workshop on, 11-22
Jay Hackett and Mubarak Shah, Multisensor Fusion: A perspective, chapter in Trends in Optical Engineering, 1993.
Krishnan Rangarajan, Bill Allen, and Mubarak Shah, Matching Motion Trajectories, Pattern Recognition, Vol. 26, No. 4, pp 595-610, April 1993.
Bowyer, K.W., Sallam, M., Eggert, D. and Stewman, J.H., Computing the generalized aspect graph for objects with moving parts, IEEE Transactions on Pattern Analysis and Machine Intelligence, 605-610, June 1993.
Woods, K.S., Doss, C., Bowyer, K.W., Solka, J.L., Priebe, C.E. and Kegelmeyer, W.P., Comparitive evaluation of pattern recognition techniques for detection of microcalcifications in mammography, International Journal of Pattern Recognition and Artificial Intelligence, December 1993.
A Hoover, DB Goldgof, KW Bowyer, "Extracting known and inferred shape information from a single view", Applications in Optical Science and Engineering, 2-13, 1992
MA Sutton, L Stark, KW Bowyer, "'We do dishes, but we don't do windows': function-based modeling and recognition of rigid objects", Applications in Optical Science and Engineering, 132-143, 1992
M Sallam, G Hubiak, K Bowyer, L Clarke, "Screening mammograms images for abnormalities developing over time", Nuclear Science Symposium and Medical Imaging Conference, 1992., Conference ...
A Hoover, DB Goldgof, KW Bowyer, "Extracting known and inferred shape information from a single view (Invited Paper)[1828-01]" PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, 2-2 , 1992
M Sutton, L Stark, KW Bowyer, "'We do dishes, but we don't do windows': function-based modeling and recognition of rigid objects", [1825-12] PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, 132-132, 1992
J. Hackett, M. Lavoie, and M. Shah, Object recognition using multiple sensors, Journal of Information Sciences and Technology, 1992.
K. Gould, K. Rangarajan, and M. Shah, Detection and representation of events in motion trajectories, chapter in Advances in Image Processing and Analysis, (Editors: Gonzalez and Mahdavieh), Optical Engineering Press, June 1992.
M. Sallam, and K.W. Bowyer, Generalizing the Aspect Graph Concept to Include Articulated Assemblies, Pattern Recognition Letters, 171-176, March 1991.
M Sallam, J Stewman, K Bowyer, "Computing the visual potential of an articulated assembly of parts", Computer Vision, 1990. Proceedings, Third International Conference on, 636-643
M Sallam, K Bowyer, "Generalizing the aspect-graph concept to include articulated assemblies" Close-Range Photogrammetry Meets Machine Vision 1395, 1150, 1990.
J. Hackett, and M. Shah, Segmentation using range and intensity data, Optical Engineering, pages 667--674, June 1989.
Kristine Gould and Mubarak Shah, The Trajectory Primal Sketch: A Multi-Scale Scheme for Representing Motion Characteristics, Computer Vision and Pattern Recognition, pp 79-85, San Diego, June, 1989.
