W. Eric L. Grimson

Affiliations:
  • MIT Computer Science and Artificial Intelligence Laboratory, Cambridge, USA


According to our database1, W. Eric L. Grimson authored at least 158 papers between 1977 and 2016.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2014, "For contributions to computer vision, and medical image computing.".

IEEE Fellow

IEEE Fellow 2004, "For contributions to surface reconstruction, object-recognition, image database indexing and medical applications.".

Timeline

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Bibliography

2016
Increasing the impact of medical image computing using community-based open-access hackathons: The NA-MIC and 3D Slicer experience.
Medical Image Anal., 2016

2012
Object Segmentation of Database Images by Dual Multiscale Morphological Reconstructions and Retrieval Applications.
IEEE Trans. Image Process., 2012

2011
Tractography segmentation using a hierarchical Dirichlet processes mixture model.
NeuroImage, 2011

Trajectory Analysis and Semantic Region Modeling Using Nonparametric Hierarchical Bayesian Models.
Int. J. Comput. Vis., 2011

Doctoral program rankings for U.S. computing programs: the national research council strikes out.
Commun. ACM, 2011

2010
Correspondence-Free Activity Analysis and Scene Modeling in Multiple Camera Views.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Anatomical atlas-guided diffuse optical tomography of brain activation.
NeuroImage, 2010

Construction of Dependent Dirichlet Processes based on Poisson Processes.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Modeling and estimating persistent motion with geometric flows.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Unsupervised Activity Perception in Crowded and Complicated Scenes Using Hierarchical Bayesian Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Consistency Clustering: A Robust Algorithm for Group-wise Registration, Segmentation and Automatic Atlas Construction in Diffusion MRI.
Int. J. Comput. Vis., 2009

Learning visual flows: A Lie algebraic approach.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
A unified framework for clustering and quantitative analysis of white matter fiber tracts.
Medical Image Anal., 2008

Background Subtraction for Temporally Irregular Dynamic Textures.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

Findings in Schizophrenia by Tract-Oriented DT-MRI Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

A mathematical framework for incorporating anatomical knowledge in DT-MRI analysis.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Correspondence-free multi-camera activity analysis and scene modeling.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Trajectory analysis and semantic region modeling using a nonparametric Bayesian model.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Modeling of anatomical information in clustering of white matter fiber trajectories using Dirichlet distribution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Learning coupled conditional random field for image decomposition with application on object categorization.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
A Hierarchical Algorithm for MR Brain Image Parcellation.
IEEE Trans. Medical Imaging, 2007

Using the logarithm of odds to define a vector space on probabilistic atlases.
Medical Image Anal., 2007

Simultaneous pose recovery and camera registration from multiple views of a walking person.
Image Vis. Comput., 2007

Spatial Latent Dirichlet Allocation.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Probabilistic Clustering and Quantitative Analysis of White Matter Fiber Tracts.
Proceedings of the Information Processing in Medical Imaging, 2007

Unsupervised Modeling of Object Tracks for Fast Anomaly Detection.
Proceedings of the International Conference on Image Processing, 2007

A Robust Algorithm for Fiber-Bundle Atlas Construction.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Detecting Cortical Surface Regions in Structural MR Data.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Unsupervised Activity Perception by Hierarchical Bayesian Models.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Multi-class object tracking algorithm that handles fragmentation and grouping.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
A Bayesian model for joint segmentation and registration.
NeuroImage, 2006

Logarithm Odds Maps for Shape Representation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Statistical modeling and EM clustering of white matter fiber tracts.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Recovering Non-overlapping Network Topology Using Far-field Vehicle Tracking Data.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Learning Semantic Scene Models by Trajectory Analysis.
Proceedings of the Computer Vision, 2006

2005
Detection and analysis of statistical differences in anatomical shape.
Medical Image Anal., 2005

Background Subtraction Using Markov Thresholds.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

A Unifying Approach to Registration, Segmentation, and Intensity Correction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Automated Atlas-Based Clustering of White Matter Fiber Tracts from DTMRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

A Genetic Algorithm for the Topology Correction of Cortical Surfaces.
Proceedings of the Information Processing in Medical Imaging, 2005

Inference of Non-Overlapping Camera Network Topology by Measuring Statistical Dependence.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Edge-Based Rich Representation for Vehicle Classification.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Efficient Population Registration of 3D Data.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005

Active Contours Under Topology Control Genus Preserving Level Sets.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005

Shape Based Segmentation of Anatomical Structures in Magnetic Resonance Images.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005

Analyzing Anatomical Structures: Leveraging Multiple Sources of Knowledge.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005

2004
Mutual information in coupled multi-shape model for medical image segmentation.
Medical Image Anal., 2004

Learning Visual Concepts from Image Instances.
J. Inf. Sci. Eng., 2004

Answering Questions About Moving Objects in Videos.
Proceedings of the New Directions in Question Answering, 2004

Coupling Statistical Segmentation and PCA Shape Modeling.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Interface Detection in Diffusion Tensor MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

An Anisotropic Material Model for Image Guided Neurosurgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Anatomical Guided Segmentation with Non-Stationary Tissue Class Distributions in an Expectation-Maximization Framework.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Simultaneous Pose Estimation and Camera Calibration from Multiple Views.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Improving Object Classification in Far-Field Video.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
A Shape-Based Approach to the Segmentation of Medical Imagery Using Level Sets.
IEEE Trans. Medical Imaging, 2003

Spatial template extraction for image retrieval by region matching.
IEEE Trans. Image Process., 2003

Rigid Registration of Echoplanar and Conventional Magnetic Resonance Images by Minimizing the Kullback-Leibler Distance.
Proceedings of the Biomedical Image Registration, Second International Workshop, 2003

Answering Questions about Moving Objects in Surveillance Videos.
Proceedings of the New Directions in Question Answering, 2003

Exploratory Identification of Cardiac Noise in fMRI Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Topological Correction of Subcortical Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Coupled Multi-shape Model and Mutual Information for Medical Image Segmentation.
Proceedings of the Information Processing in Medical Imaging, 2003

2002
Prototype optimization for nearest-neighbor classification.
Pattern Recognit., 2002

Performance Issues in Shape Classification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Incorporating Non-rigid Registration into Expectation Maximization Algorithm to Segment MR Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Intra-patient Prone to Supine Colon Registration for Synchronized Virtual Colonoscopy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Discriminative Analysis for Image-Based Studies.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Recognizing Deviations from Normalcy for Brain Tumor Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Multi-modal Image Registration by Minimising Kullback-Leibler Distance.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Template-based image retrieval.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Gait Analysis for Recognition and Classification.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Gait Appearance for Recognition.
Proceedings of the Biometric Authentication, 2002

2001
CURVES: Curve evolution for vessel segmentation.
Medical Image Anal., 2001

Combining Configurational and Statistical Approaches in Image Retrieval.
Proceedings of the Advances in Multimedia Information Processing, 2001

Fast Linear Elastic Matching Without Landmarks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Phase-Based User-Steered Image Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Deformation Analysis for Shape Based Classification.
Proceedings of the Information Processing in Medical Imaging, 2001

2D-3D Rigid Registration of X-Ray Fluoroscopy and CT Images Using Mutual Information and Sparsely Sampled Histogram Estimators.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Model-Based Curve Evolution Technique for Image Segmentation.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Similarity templates for detection and recognition.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Learning Patterns of Activity Using Real-Time Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Guest Editorial.
Medical Image Anal., 2000

Object Detection and Localization by Dynamic Template Warping.
Int. J. Comput. Vis., 2000

Segmentation by Adaptive Geodesic Active Contours.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000

Small Sample Size Learning for Shape Analysis of Anatomical Structures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000

Constructing Optimized Prototypes for Nearest Neighbor Classifiers.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Region-Based Image Retrieval.
Proceedings of the 2000 International Conference on Image Processing, 2000

Codimension - Two Geodesic Active Contours for the Segmentation of Tubular Structures.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Statistical Shape Influence in Geodesic Active Contours.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Fixed Topology Skeletons.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Computer Vision Methods for Image Guided Surgery.
Proceedings of the British Machine Vision Conference 2000, 2000

1999
An Integrated Visualization System for Surgical Planning and Guidance Using Image Fusion and Interventional Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999

Co-dimension 2 Geodesic Active Contours for MRA Segmentation.
Proceedings of the Information Processing in Medical Imaging, 1999

Statistical Shape Analysis Using Fixed Topology Skeletons: Corpus Callosum Study.
Proceedings of the Information Processing in Medical Imaging, 1999

Adaptive Background Mixture Models for Real-Time Tracking.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

A Framework for Learning Query Concepts in Image Classification.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
Volumetric object modeling for surgical simulation.
Medical Image Anal., 1998

Experimentation with a transcranial magnetic stimulation system for functional brain mapping.
Medical Image Anal., 1998

Using Photometric Invariants for 3D Object Recognition.
Comput. Vis. Image Underst., 1998

Affine Matching of Planar Sets.
Comput. Vis. Image Underst., 1998

Segmentation of Bone in Clinical Knee MRI Using Texture-Based Geodesic Active Contours.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

Multi-modal Volume Registration Using Joint Intensity Distributions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

Enhanced Spatial Priors for Segmentation of Magnetic Resonance Imagery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

Clinical Experience with a Hich Precision Image-Guided Neurosurgery System.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

Three-Dimensional Reconstruction and Surgical Navigation in Pediatric Epilepsy Surgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

Using Adaptive Tracking to Classify and Monitor Activities in a Site.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

Image Guided Surgical Systems.
Proceedings of the Computer Vision, 1998

1997
Utilizing Segmented MRI Data in Image-Guided Surgery.
Int. J. Pattern Recognit. Artif. Intell., 1997

Introduction: Object Recognition Research at MIT.
Int. J. Comput. Vis., 1997

Simulating arthroscopic knee surgery using volumetric object representations, real-time volume rendering and haptic feedback.
Proceedings of the CVRMed-MRCAS'97, 1997

Experimentation with a transcranial magnetic simulation system for functional brain mapping.
Proceedings of the CVRMed-MRCAS'97, 1997

Configuration based scene classification and image indexing.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

Verifying model-based alignments in the presence of uncertainty.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996
Adaptive segmentation of MRI data.
IEEE Trans. Medical Imaging, 1996

An automatic registration method for frameless stereotaxy, image guided surgery, and enhanced reality visualization.
IEEE Trans. Medical Imaging, 1996

Segmentation of brain tissue from magnetic resonance images.
Medical Image Anal., 1996

1995
Medical Applications of Image Understanding.
IEEE Expert, 1995

Segmentation of Brain Tissue from MR Images.
Proceedings of the Computer Vision, 1995

Evaluating and Validating an Automated Registration System for Enhanced Reality Visualization in Surgery.
Proceedings of the Computer Vision, 1995

1994
A study of affine matching with bounded sensor error.
Int. J. Comput. Vis., 1994

Computer Vision Applications.
Commun. ACM, 1994

Statistical intensity correction and segmentation of MRI data.
Proceedings of the Visualization in Biomedical Computing 1994, 1994

Image guidance techniques for neurosurgery.
Proceedings of the Visualization in Biomedical Computing 1994, 1994

Object recognition by alignment using invariant projections of planar surfaces.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

1993
Fast and robust 3D recognition by alignment.
Proceedings of the Fourth International Conference on Computer Vision, 1993

Gaussian error models for object recognition.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

An automatic tube inspection system that finds cylinders in range data.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

1992
Introduction to the Special Issue on Interpretation of 3-D Scenes.
IEEE Trans. Pattern Anal. Mach. Intell., 1992

The cost of choosing the wrong model in object recognition by constrained search.
Int. J. Comput. Vis., 1992

Recognizing 3D objects from 2D images: an error analysis.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

1991
On the Verification of Hypothesized Matches in Model-Based Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

Introduction to the Special Issue on Interpretation of 3-D Scenes-Part I.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

The Combinatorics of Heuristic Search Termination for Object Recognition in Cluttered Environments.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

1990
On the Sensitivity of the Hough Transform for Object Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 1990

The Combinatorics of Object Recognition in Cluttered Environments Using Constrained Search.
Artif. Intell., 1990

On the sensitivity of geometric hashing.
Proceedings of the Third International Conference on Computer Vision, 1990

The effect of indexing on the complexity of object recognition.
Proceedings of the Third International Conference on Computer Vision, 1990

On the Verification of Hypthesized Matches in Model-Based Recognition.
Proceedings of the Computer Vision, 1990

Sensing Strategies for Disambiguating Among Multiple Objects in Known Poses.
Proceedings of the Autonomous Robot Vehicles, 1990

1989
On the Recognition of Curved Objects.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

On the recognition of parameterized 2D objects.
Int. J. Comput. Vis., 1989

1987
Localizing Overlapping Parts by Searching the Interpretation Tree.
IEEE Trans. Pattern Anal. Mach. Intell., 1987

Handey: A robot system that recognizes, plans, and manipulates.
Proceedings of the 1987 IEEE International Conference on Robotics and Automation, Raleigh, North Carolina, USA, March 31, 1987

Finding cylinders in range data.
Proceedings of the 1987 IEEE International Conference on Robotics and Automation, Raleigh, North Carolina, USA, March 31, 1987

1986
Sensing strategies for disambiguating among multiple objects in known poses.
IEEE J. Robotics Autom., 1986

The combinatorics of local constraints in model-based recognition and localization from sparse data.
J. ACM, 1986

Disambiguating sensory interpretations using minimal sets of sensory data.
Proceedings of the 1986 IEEE International Conference on Robotics and Automation, 1986

Off-Line Planning for On-Line Object Localization.
Proceedings of the Fall Joint Computer Conference, November 2-6, 1986, Dallas, Texas, USA, 1986

1985
Comments on "Digital Step Edges from Zero Crossings of Second Directional Derivatives".
IEEE Trans. Pattern Anal. Mach. Intell., 1985

Computational Experiments with a Feature Based Stereo Algorithm.
IEEE Trans. Pattern Anal. Mach. Intell., 1985

Discontinuity detection for visual surface reconstruction.
Comput. Vis. Graph. Image Process., 1985

Recognition and localization of overlapping parts from sparse data in two and three dimensions.
Proceedings of the 1985 IEEE International Conference on Robotics and Automation, 1985

1984
Binocular shading and visual surface reconstruction.
Comput. Vis. Graph. Image Process., 1984

Model-based recognition and localization from tactile data.
Proceedings of the 1984 IEEE International Conference on Robotics and Automation, 1984

1983
An implementation of a computational theory of visual surface interpolation.
Comput. Vis. Graph. Image Process., 1983

1982
Surface consistency constraints in vision.
Comput. Graph. Image Process., 1982

1980
Shape Encoding and Subjective Contours.
Proceedings of the 1st Annual National Conference on Artificial Intelligence, 1980

1977
Annotated Production Systems: A Model for Skill Acquisition.
Proceedings of the 5th International Joint Conference on Artificial Intelligence. Cambridge, 1977


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