H-Index & Metrics Top Publications
W. Eric L. Grimson

W. Eric L. Grimson

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science H-index 37 Citations 7,434 72 World Ranking 5295 National Ranking 2597

Research.com Recognitions

Awards & Achievements

2000 - Fellow of the Association for the Advancement of Artificial Intelligence (AAAI) For significant contributions to the theory and application of computer vision, ranging from algorithms for binocular stereo, surface interpolation and object recognition to deployed systems for computer-assisted surgery.

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Computer vision
  • Machine learning

His scientific interests lie mostly in Artificial intelligence, Computer vision, Object, Segmentation and Image processing. W. Eric L. Grimson has included themes like Data mining and Pattern recognition in his Artificial intelligence study. His study in Computer vision is interdisciplinary in nature, drawing from both Visualization and Surface.

In his study, which falls under the umbrella issue of Surface, Cognitive neuroscience of visual object recognition is strongly linked to Polyhedron. The various areas that W. Eric L. Grimson examines in his Object study include Simulation, State, Haptic interaction and Volume rendering. His Image processing research includes themes of Feature, Pixel, Matching, Algorithm and Stereopsis.

His most cited work include:

  • Object Recognition by Computer: The Role of Geometric Constraints (925 citations)
  • Computational Experiments with a Feature Based Stereo Algorithm (501 citations)
  • Localizing Overlapping Parts by Searching the Interpretation Tree (450 citations)

What are the main themes of his work throughout his whole career to date?

His primary scientific interests are in Artificial intelligence, Computer vision, Pattern recognition, Segmentation and Scale-space segmentation. His Artificial intelligence study frequently draws connections between adjacent fields such as Machine learning. His studies deal with areas such as Neurosurgery and Atlas as well as Computer vision.

His work on Image guided neurosurgery as part of general Neurosurgery study is frequently linked to Registration system and Plan, therefore connecting diverse disciplines of science. His work in the fields of Segmentation, such as Active contour model, overlaps with other areas such as Expectation–maximization algorithm. His Algorithm study which covers Object that intersects with Search engine indexing and Polyhedron.

He most often published in these fields:

  • Artificial intelligence (86.90%)
  • Computer vision (65.48%)
  • Pattern recognition (27.38%)

What were the highlights of his more recent work (between 2003-2016)?

  • Artificial intelligence (86.90%)
  • Computer vision (65.48%)
  • Pattern recognition (27.38%)

In recent papers he was focusing on the following fields of study:

His primary areas of investigation include Artificial intelligence, Computer vision, Pattern recognition, Segmentation and Cluster analysis. His Machine learning research extends to the thematically linked field of Artificial intelligence. His study in Computer vision focuses on Structure tensor in particular.

His research integrates issues of Signed distance function and Silhouette in his study of Pattern recognition. His Cluster analysis study integrates concerns from other disciplines, such as Mixture model and Pattern recognition. His White matter research is multidisciplinary, incorporating perspectives in Neurosurgery and Visualization.

Between 2003 and 2016, his most popular works were:

  • Trajectory Analysis and Semantic Region Modeling Using Nonparametric Hierarchical Bayesian Models (140 citations)
  • Spatially-localized correlation of dGEMRIC-measured GAG distribution and mechanical stiffness in the human tibial plateau. (99 citations)
  • A unifying approach to registration, segmentation, and intensity correction (78 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Computer vision
  • Machine learning

W. Eric L. Grimson spends much of his time researching Artificial intelligence, Computer vision, Pattern recognition, Atlas and Affine transformation. As part of his studies on Artificial intelligence, he often connects relevant subjects like Theoretical computer science. His Computer vision study frequently links to other fields, such as Markov chain.

His studies in Pattern recognition integrate themes in fields like Logarithm, Representation, Statistical model and Interpolation. His Atlas research incorporates themes from Segmentation, Scale-space segmentation, Atlas, Anatomical knowledge and Fiber tract. W. Eric L. Grimson interconnects Fractional anisotropy and White matter in the investigation of issues within Affine transformation.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Top Publications

Object Recognition by Computer: The Role of Geometric Constraints

W. Eric L. Grimson.
(1991)

1285 Citations

Computational Experiments with a Feature Based Stereo Algorithm

W. Eric L. Grimson.
IEEE Transactions on Pattern Analysis and Machine Intelligence (1985)

963 Citations

Localizing Overlapping Parts by Searching the Interpretation Tree

W. Eric L. Grimson;Tomas Lozano-Perez.
IEEE Transactions on Pattern Analysis and Machine Intelligence (1987)

728 Citations

An integrated visualization system for surgical planning and guidance using image fusion and an open MR.

David T. Gering;Arya Nabavi;Ron Kikinis;Noby Hata.
Journal of Magnetic Resonance Imaging (2001)

449 Citations

An Integrated Visualization System for Surgical Planning and Guidance Using Image Fusion and Interventional Imaging

David T. Gering;Arya Nabavi;Ron Kikinis;W. Eric L. Grimson.
medical image computing and computer assisted intervention (1999)

271 Citations

Simulating arthroscopic knee surgery using volumetric object representations, real-time volume rendering and haptic feedback

Sarah F. Frisken Gibson;Joe Samosky;Joe Samosky;Andrew Mor;Christina Fyock.
CVRMed-MRCAS '97 Proceedings of the First Joint Conference on Computer Vision, Virtual Reality and Robotics in Medicine and Medial Robotics and Computer-Assisted Surgery (1997)

263 Citations

System and method of registration of three-dimensional data sets

W. Eric L. Grimson;Steven J. White;Gil J. Ettinger;William M. Wells.
(1995)

254 Citations

Method and apparatus for classifying and identifying images

Pamela R. Lipson;W. Eric L. Grimson;Pawan Sinha;Tomaso Poggio.
(1996)

246 Citations

Trajectory Analysis and Semantic Region Modeling Using Nonparametric Hierarchical Bayesian Models

Xiaogang Wang;Keng Teck Ma;Gee-Wah Ng;W. Eric Grimson.
International Journal of Computer Vision (2011)

182 Citations

Multi-modal Volume Registration Using Joint Intensity Distributions

Michael E. Leventon;W. Eric L. Grimson.
medical image computing and computer-assisted intervention (1998)

171 Citations

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking h-index is inferred from publications deemed to belong to the considered discipline.

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