Kilian M. Pohl, Sylvain Bouix, Ron Kikinis, W. Eric L. Grimson, "Anatomical Guided Segmentation with Non-Stationary Tissue Class Distributions in an Expectation-Maximization Framework", IEEE International Symposium on Biomedical Imaging (ISBI), 2004.
Biswajit Bose, "Classifying Tracked Objects in Far-Field Video Surveillance", Masters thesis, Massachusetts Institute of Technology, 2004.
A. Yezzi, L. Zollei, T. Kapur, "A Variational Framework for Integrating Segmentation and Registration through Active Contours", Medical Image Analysis, 7(2):172-185, 2003.
Biswajit Bose, Eric Grimson, "Learning to Use Scene Context for Object Classification in Surveillance", Joint IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance (in conjunction with ICCV '03), 2003.
Biswajit Bose, Eric Grimson, "Ground Plane Rectification by Tracking Moving Objects", Joint IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance (in conjunction with ICCV '03), 2003.
Neal Checka, Kevin Wilson, Vibhav Rangarajan, Trevor Darrell, "A Probabilistic Framework for Multi-modal Multi-Person Tracking", IEEE Workshop on Multi-Object Tracking (in conjunction with CVPR), 2003.
David Demirdjian, "Enforcing Constraints for Human Body Tracking", IEEE Workshop on Multi-Object Tracking (in conjunction with CVPR), 2003.
Pedro Felzenszwalb, "Representation and Detection of Deformable Shapes"", Proceedings IEEE Conf. on Computer Vision and Pattern Recognition, 2003.
William Freeman, Hao Zhang, "Shape-Time Photography", Proceedings IEEE Conf. on Computer Vision and Pattern Recognition, 2003.
Kristen Grauman, Gregory Shakhnarovich, Trevor Darrell, "A Bayesian Approach to Image-Based Visual Hull Reconstruction", Proceedings IEEE Conf. on Computer Vision and Pattern Recognition, 2003.
Kristen Grauman, Gregory Shakhnarovich, Trevor Darrell, "Inferring 3D Structure with a Statistical Image-Based Shape Model", Proceedings Intl. Conf. on Computer Vision, 2003.
Alexander T. Ihler, Erik B. Sudderth, William T. Freeman, Alan S. Willsky, "Efficient multiscale sampling from products of Gaussian mixtures", Advances in Neural Information Processing Systems 16, 2003.
Boris Katz, Jimmy Lin, Chris Stauffer, Eric Grimson, "Answering Questions about Moving Objects in Surveillance Videos", Proceedings of 2003 AAAI Spring Symposium on New Directions in Question Answering, 2003.
Lily Lee, Gerald Dalley, Kinh Tieu, "Learning Pedestrian Models for Silhouette Refinement", Proceedings Intl. Conf. on Computer Vision, 2003.
Louis-Philippe Morency, Ali Rahimi, Trevor Darrell, "Adaptive View-based Appearance Model", Proceedings IEEE Conf. on Computer Vision and Pattern Recognition, 2003.
Louis-Philippe Morency, Rakesh Gupta, "Robust Real-time Egomotion from Stereo Images", Proceedings Intl. Conf. on Image Processing, 2003.
Louis-Philippe Morency, Patrik Sundberg, Trevor Darrell, "Pose Estimation using 3D View-Based Eigenspaces", ICCV Workshop on Analysis and Modeling of Faces and Gestures, 2003.
Kevin Murphy, Antonio Torralba, William T. Freeman, "Using the forest to see the trees: a graphical model relating features, objects, and scenes", Advances in Neural Information Processing Systems 16, 2003.
J. Ryu, B.K.P. Horn, M.S. Mermelstein, S. Hong, D.M. Freeman, "Application of Structured Illumination in Nano-Scale Vision", IEEE Workshop on Computer Vision for the Nano-Scale, 2003.
Barun Singh, William T. Freeman, D. H. Brainard, "Exploiting spatial and spectral image regularities for color constancy", 3rd Intl. Workshop on Statistical and Computational Theories of Vision (associated with ICCV), 2003.
Chris Stauffer, "Estimating Tracking Sources and Sinks", Second IEEE Workshop on Event Mining (in conjunction with CVPR), 2003.
Chris Stauffer, Kinh Tieu, Lily Lee, "Robust Automated Planar Normalization of Tracking Data", Joint IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance (in conjunction with ICCV '03), 2003.
Chris Stauffer, "Minimally-Supervised Classification using Multiple Observation Sets", Proceedings Intl. Conf. on Computer Vision, 2003.
Chris Stauffer, Kinh Tieu, "Automated multi-camera planar tracking correspondence modeling", Proceedings IEEE Conf. on Computer Vision and Pattern Recognition, 2003.
Erik Sudderth, Alexander Ihler, William Freeman, Alan Willsky, "Nonparametric Belief Propagation", Proceedings IEEE Conf. on Computer Vision and Pattern Recognition, 2003.
Marshall F. Tappen, Bryan C. Russell, W. T. Freeman, "Exploiting the sparse derivative prior for super-resolution and image demosaicing", 3rd Intl. Workshop on Statistical and Computational Theories of Vision (associated with ICCV), 2003.
Marshall F. Tappen, William T. Freeman, "Comparison of graph cuts with belief propagation for stereo, using identical MRF parameters", Proceedings Intl. Conf. on Computer Vision, 2003.
Konrad Tollmar, David Demirdjian, Trevor Darrell, "Gesture + Play: Exploring Full-Body Navigation for Virtual Environments", IEEE Workshop on Computer Vision and Pattern Recognition for Human Computer Interaction, 2003.
A. Torralba, K. P. Murphy, W. T. Freeman, M. A. Rubin, "Context-based vision system for place and object recognition", Proceedings Intl. Conf. on Computer Vision, 2003.
Antonio Torralba, William Freeman, "Properties and Applications of Shape Recipes", Proceedings IEEE Conf. on Computer Vision and Pattern Recognition, 2003.
L. Zollei, J. Fisher, W.M. Wells III, "A Unified Statistical and Information Theoretic Framework for Multi-modal Image Registration", Information Processing in Medical Imaging (IPMI), 2003.
L . Zollei, L. Panych, E. Grimson, W.M. Wells III, "Exploratory Identification of Cardiac Noise in fMRI Images", Proceedings of the Sixth Intl. Conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2003.
Trevor Darrell, Konrad Tollmar, Frank Bentley, Neal Checka, Louis-Philippe Morency, Ali Rahimi, Alice Oh, "Face-responsive interfaces: from direct manipulation to perceptive presence", International Conference of Ubiquitous Computing, 2002.
David Demirdjian, Konrad Tollmar, Kimberle Koile, Neal Checka, Trevor Darrell, "Activity maps for location-aware computing", Proc. IEEE Workshop on Applications of Computer Vision (WACV), 2002.
John Fisher, Trevor Darrell, "Probabalistic Models and Informative Subspaces for Audiovisual Correspondence", Proceedings of the European Conf. on Computer Vision, 2002.
William T. Freeman, Antonio Torralba, "Shape Recipes: Scene Representations that Refer to the Image", Advances in Neural Information Processing Systems 15, 2002.
Lily Lee, W. Eric L. Grimson, "Gait Appearance for Recognition", ECCV Workshop on Biometric Authentication, 2002.
Lily Lee, W. Eric L. Grimson, "Gait Analysis for Recognition and Classification", Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition, 2002.
Louis-Philippe Morency, Trevor Darrell, "Stereo Tracking using ICP and Normal Flow Constraint", Proceedings Intl. Conf. on Pattern Recognition, 2002.
Louis-Philippe Morency, Ali Rahimi, Trevor Darrell, "Fast 3D Model Acquisition from Stereo Images", Proceedings of the Intl. Symposium on 3D Data Processing, Visualization and Transmission, 2002.
Louis-Philippe Morency, Ali Rahimi, Neal Checka, Trevor Darrell, "Fast Stereo-Based Head Tracking for Interactive Environment", Proceedings of the Intl. Conference on Automatic Face and Gesture Recognition, 2002.
Lauren O'Donnell, Steven Haker, Carl-Fredrik Westin, "New Approaches to Estimation of White Matter Connectivity in Diffusion Tensor MRI: Elliptic PDEs and Geodesics in a Tensor-Warped Space", Proceedings of the Fifth Intl. Conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2002.
Alice Oh, Harold Fox, Max Van Kleek, Aaron Adler, Krzysztof Gajos, Louis-Philippe Morency, Trevor Darrell, "Evaluating Look-to-Talk: A Gaze-Aware Interface in a Collaborative Environment", Proceedings of the Conference on Human Factors in Computing System (CHI), 2002.
K. M Pohl, W. M. Wells, A. Guimond, K. Kasai, M. E. Shenton, R. Kikinis, W. E. L. Grimson, S. K. Warfield, "Incorporating Non-Rigid Registration into Expectation Maximization Algorithm to Segment MR Images", Proceedings of the Fifth Intl. Conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2002.
Ali Rahimi, Trevor Darrell, "Bayesian network for online pose estimation", Proceedings of the Intl. Conference of Intelligent Robots and Systems, 2002.
Gregory Shakhnarovich, Trevor Darrell, "On Probabilistic Combination of Face and Gait Cues for Identification", Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition, 2002.
Gregory Shakhnarovich, John W. Fisher, Trevor Darrell, "Face recognition from long-term observations", Proceedings of the European Conf. on Computer Vision, 2002.
Marshall Tappen, William T. Freeman, Edward Adelson, "Recovering Intrinsic Images from a Single Image", Advances in Neural Information Processing Systems 15, 2002.
Kinh Tieu, Erik G. Miller, "Unsupervised Color Constancy", Advances in Neural Information Processing Systems, 2002.
S.J. Timoner, P. Golland, R. Kikinis, M. E. Shenton, W.E.L. Grimson, W. M. Wells, "Performance Issues in Shape Classification", Proceedings of the Fifth Intl. Conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2002.
Kevin Wilson, Vibhav Rangarajan, Neal Checka, Trevor Darrell, "Audiovisual Arrays for Untethered Spoken Interfaces", Proceedings of International Conference on Multimodal Interfaces, 2002.
Delphine Nain, "An Interactive Virtual Endoscopy Tool with Automatic Path Generation", Masters thesis, Massachusetts Institute of Technology, 2002.
Lily Lee, "Gait Analysis for Classification", Ph.D. thesis, Massachusetts Institute of Technology, 2002.
Chris Stauffer, "Perceptual Data Mining", Ph.D. thesis, Massachusetts Institute of Technology, 2002.
Horn, B. K. P., "Errata for Robot Vision", unpublished, 2002.
Dror, R. O., O'Carroll, D. C., Laughlin, S. B., "Accuracy of velocity estimation by Reichardt correlators", Journal of the Optical Society of America A, 18(?):241-252, 2001.
Dror, R. O., Adelson, E. H., Willsky, A. S., "Estimating surface reflectance properties from images under unknown illumination", SPIE Conference on Human Vision and Electronic Imaging, pp. 231-242, 2001.
Dror, R. O., Adelson, E. H., Willsky, A. S., "Surface Reflectance Estimation and Natural Illumination Statistics", Proceedings of the Second International Workshop on Statistical and Computational Theories of Vision, 2001.
Pedro Felzenszwalb, "Learning Models for Object Recognition", Proceedings IEEE Conf. on Computer Vision and Pattern Recognition, 2001.
Erik Miller, Kinh Tieu, "Color Eigenflows: Statistical Modeling of Joint Color Changes", Proceedings Intl. Conf. on Computer Vision, 2001.
Delphine Nain, Steven Haker, Ron Kikinis, Eric Grimson, "An Interactive Virtual Endoscopy Tool.", Interactive Medical Image Visualization and Analysis (IMIVA'01), Fourth International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2001.
Lauren O'Donnell, Carl-Fredrik Westin, W. Eric L. Grimson, Juan Ruiz-Alzola, Martha E. Shenton, Ron Kikinis, "Phase-Based User-Steered Image Segmentation", Proceedings of the Fourth Intl. Conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2001.
Gregory Shakhnarovich, Lily Lee, Trevor Darrell, "Integrated Face and Gesture Recognition from Multiple Views", Proceedins of the IEEE Conference on Computer Vision and Pattern Recognition, 2001.
Chris Stauffer, Erik G. Miller, Kinh Tieu, "Transform-invariant image decomposition with similarity templates", Advances in Neural Information Processing Systems, 2001.
Chris Stauffer, Eric Grimson, "Similarity templates for detection and recognition", Proceedings IEEE Conf. on Computer Vision and Pattern Recognition, 2001.
Simon Warfield, Jan Rexilius, Petra Huppi, Terrie Inder, Erik Miller, William Wells, Gary Zientara, Ferenc Jolesz, Ron Kikinis, "A Binary Entropy Measure to Assess Nonrigid Registration Algorithms.", Proceedings of the Fourth Intl. Conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2001.
Anthony Yezzi, Lilla Zollei, Tina Kapur, "A Variational Framework for Joint Segmentation and Registration", Proceedings IEEE Conf. on Computer Vision and Pattern Recognition, 2001.
Lilla Zollei, Eric Grimson, Alexander Norbash, William Wells, "2D-3D Rigid Registration of X-Ray Fluoroscopy and CT Images Using Mutual Information and Sparsely Sampled Histogram Estimators", Proceedings IEEE Conf. on Computer Vision and Pattern Recognition, 2001.
Lilla Zollei, "2D-3D Rigid-Body Registration of X-Ray Flouroscopy and CT Images", Masters thesis, Massachusetts Institute of Technology, 2001.
Lily Lee, Raquel Romano, Gideon Stein, "Monitoring Activities from Multiple Video Streams: Establishing a Common Coordinate Frame", IEEE Transactions on Pattern Recognition and Machine Intelligence, Special Section on Video Surveillance and Monitoring, 22(8), 2000.
Chris Stauffer, Eric Grimson, "Learning Patterns of Activity Using Real-Time Tracking", IEEE Transactions on Pattern Analysis and Machine Intelligence, 22(8):747-757, 2000.
Dror, R. O., O'Carroll, D. C., Laughlin, S. B., "The Role of Natural Image Statistics in Biological Motion Estimation", Biologically Motivated Computer Vision, 1811:492--501, 2000.
Pedro Felzenszwalb, Daniel P. Huttenlocher, "Efficient Matching of Pictorial Structures", Proceedings IEEE Conf. on Computer Vision and Pattern Recognition, 2000.
Erik Miller, Nick Matsakis, Paul Viola, "Learning from One Example Through Shared Densities on Transforms", Proceedings IEEE Conf. on Computer Vision and Pattern Recognition, 2000.
Dan Snow, Paul Viola, Ramin Zabih, "Exact Voxel Occupancy with Graph Cuts", Proceedings IEEE Conf. on Computer Vision and Pattern Recognition, 2000.
Kinh Tieu, Paul Viola, "Boosting Image Retrieval", Proceedings IEEE Conf. on Computer Vision and Pattern Recognition, 2000.
Horn, B. K. P., "Tsai's camera calibration method revisited", unpublished, 2000.
Erik G. Miller, "Alternative Tilings for Improved Surface Area Estimates by Local Counting Algorithms", Computer Vision and Image Understanding, 74(3):193-211, 1999.
J. S. De Bonet, P. Viola, "Roxels: Responsibility Weighted 3D Volume Reconstruction", Proceedings of ICCV, 1999.
John W. Fisher, Paul A. Viola,, Alexander T. Ihler, "Learning Informative Statistics: A Nonparametric Approach", Advances in Neural Information Processing Systems, 12, 1999.
Yuri Ivanov, Chris Stauffer, Aaron Bobick, W.E.L. Grimson, "Video Surveillance of Interactions", Second IEEE Workshop on Visual Surveillance, 1999.
Tom Rikert, Mike Jones, Paul Viola, "A Cluster-Based Statistical Model for Object Detection", Proceedings of ICCV, 1999.
Chris Stauffer, "Automatic hierarchical classification using time-based co-occurrences", Proceedings IEEE Conf. on Computer Vision and Pattern Recognition, pp. 333-339, 1999.
Chris Stauffer, "Adaptive background mixture models for real-time tracking", Proceedings IEEE Conf. on Computer Vision and Pattern Recognition, pp. 246-252, 1999.
Nicholas Matsakis, "Recognition of Handwritten Mathematical Expressions", Masters thesis, Massachusetts Institute of Technology, 1999.
Jeffrey S. Norris, "Face Detection and Recognition in Office Environments", Masters thesis, Massachusetts Institute of Technology, 1999.
Kinh Tieu, Paul Viola, "Boosting Image Retrieval", Technical Report, MIT AI Lab, (1669), 1999.
J. S. De Bonet, "Data Compression Techniques for Branch Prediction", unpublished, 1999.
Horn, B. K. P., "Projective Geometry Considered Harmful", unpublished, 1999.
J. S. De Bonet, P. Viola, "Texture Recognition Using a Non-parametric Multi-Scale Statistical Model", Proceedings IEEE Conf. on Computer Vision and Pattern Recognition, 1998.
J. S. De Bonet, P. Viola, J. W. Fisher III, "Flexible Histograms: A Multiresolution Target Discrimination Model", Proceedings of SPIE, 3370, 1998.
J. S. De Bonet, A. Chao, "Structure-driven SAR image registration", Proceedings of SPIE, 3371, 1998.
W.E.L. Grimson, Chris Stauffer, Lily Lee, Raquel Romano, "Using Adaptive Tracking to Classify and Monitor Activities in a Site", Proceedings IEEE Conf. on Computer Vision and Pattern Recognition, pp. 22-31, 1998.
Charles Lee Isbell, Paul Viola, "Restructuring Sparse High Dimensional Data for Effective Retrieval", Advances in Neural Information Processing Systems, 11, 1998.
Erik G. Miller, Paul A. Viola, "Ambiguity and Constraint in Mathematical Expression Recognition", Proceedings of the National Conference of Artificial Intelligence, 1998.
Parry Husbands, Charles Lee Isbell, Alan Edelman, "Interactive Supercomputing with MITMatlab", Technical Report, MIT AI Laboratory, (1642), 1998.
Paul Viola, William M. Wells III, "Alignment by Maximization of Mutual Information", International Journal of Computer Vision, 1997.
J. S. De Bonet, "Multiresolution Sampling Procedure for Analysis and Synthesis of Texture Images", Computer Graphics, pp. 361-368, 1997.
J. S. De Bonet, P. Viola, "A Non-parametric Multi-Scale Statistical Model for Natural Images", Advances in Neural Information Processing Systems, 10, 1997.
J. S. De Bonet, P. Viola, "Structure Driven Image Database Retrieval", Advances in Neural Information Processing Systems, 10, 1997.
William T. Freeman, Paul A. Viola, "Bayesian approach to surface perception", Advances in Neural Information Processing Systems, 10, 1997.
J. S. De Bonet, "Novel Statistical Multiresolution Techniques for Image Synthesis, Discrimination, and Recognition", Masters thesis, Massachusetts Institute of Technology, 1997.
E. G. Miller, "An Analysis of Surface Area Estimates of Binary Volumes Under Three Tilings", Masters thesis, Massachusetts Institute of Technology, 1997.
Chris Stauffer, "Scene Reconstruction Using Accumulated Line-of-Sight", Masters thesis, Massachusetts Institute of Technology, 1997.
William M. Wells III, Paul Viola, Hideki Atsumi, Shin Nakajima, Ron Kikinis, "Multi-Modal Volume Registration by Maximization of Mutual Information", Medical Image Analysis, 1(1), 1996.
J. S. De Bonet, C. Isbell, P. Viola, "MIMIC: Finding Optima by Estimating Probability Densities", Advances in Neural Information Processing Systems, 9, 1996.
Paul Viola, "Complex Feature Recognition: A Bayesian Approach for Learning to Recognize Objects", Technical Report, MIT AI Lab, (1591), 1996.
Douglas S. Cohen, Jonathan H. Lustgarten, Erik G. Miller, Alexander Khandji, Robert R. Goodman, "Effects of Coregistration of MR to CT Images on MR Stereotactic Accuracy.", Journal of Neurosurgery, 82(5), 1995.
Marion Stewart, Paul Viola, Terrence Sejnowski, Beatrice Golomb, Jan Larsen, J Hager, P Ekman, "Classifying facial action", Advances in Neural Information Processing Systems, 8, 1995.
Paul A. Viola, Nicol N. Schraudolph, Terrence J. Sejnowski, "Empirical Entropy Manipulation for Real-World Problems", Advances in Neural Information Processing Systems, 8, 1995.
Paul A. Viola, William M. Wells III, "Alignment by Maximization of Mutual Information", Fifth Intl. Conf. on Computer Vision, pp. 16--23, 1995.
Paul A. Viola, "Alignment by Maximization of Mutual Information.", Ph.D. thesis, Massachusetts Institute of Technology, 1995.
J. S. De Bonet, "Reconstructing Rectangular Polyhedra From Hand-Drawn Wireframe Sketches", unpublished, 1995.
Horn, B. K. P., Szeliski, R.S., Yuille, A.L., "Impossible Shaded Images", IEEE Transactions on Pattern Analysis and Machine Intelligence, 15(2):166--170, 1993.
Robert Malison, Erik Miller, Robin Greene, Greg McCarthy, Dennis Charney, Robert Innis, "Computer Assisted Coregistration of Multislice SPECT and MR Brain Images by Fixed External Fiducials.", Journal of Computer Assisted Tomography, 17(6), 1993.
Paul Viola, Stephen G. Lisberger, Terrence J. Sejnowski, "Recurrent Eye Tracking Network Using a Distributed Representation of Image Motion", Advances in Neural Information Processing Systems, 4, 1992.
Horn, B. K. P., "Relative Orientation Revisited", Journal of the Optical Society of America A, 8(?):1630--1638, 1991.
Horn, B. K. P., "Height and Gradient from Shading", International Journal of Computer Vision, 5(1):37--75, 1990.
Rodney A. Brooks, Paul Viola, "Network Based Autonomous Robot Motor Control: from Hormones to Learning", Conference on Neural Networks for Motor Control, 1990.
Jonathan H. Connel, Paul Viola, "Cooperative Control of a Semi-Autonomous Mobile Robot", Proceedings of IEEE Conference on Robotics and Automation, 1990.
Paul Viola, "Neurally Inspired Plasticity in Oculomotor Processes", Advances in Neural Information Processing Systems, 2, 1990.
Horn, B. K. P., "Recovering Translation and Rotation from Essential Matrices", unpublished, 1990.
Horn, B. K. P., Hilden, H. M., Negahdaripour, S., "Closed Form Solution of Absolute Orientation using Orthonormal Matrices", Journal of the Optical Society of America A, 5(7):1127--1135, 1988.
Horn, B. K. P., "Parallel Analog Networks for Machine Vision", Technical Report, MIT AI Lab, (1071), 1988.
Horn, B. K. P., "New Notation for Serial Kinematic Chains", unpublished, 1987.

©2002-2004 MIT CSAIL Vision Group. All rights reserved.