H-Index & Metrics Top Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science H-index 47 Citations 11,585 166 World Ranking 3233 National Ranking 1685

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Computer vision
  • Mathematical analysis

His primary scientific interests are in Artificial intelligence, Computer vision, Image segmentation, Active contour model and Segmentation. His Artificial intelligence study combines topics from a wide range of disciplines, such as Algorithm and Pattern recognition. His Algorithm research includes themes of Shape analysis and Topology.

His work carried out in the field of Computer vision brings together such families of science as Kalman filter, Energy functional and Radiance. His studies deal with areas such as Image registration, Robustness and Maxima and minima as well as Image segmentation. His research integrates issues of Active vision, Computational geometry, Feature and Image processing in his study of Active contour model.

His most cited work include:

  • A shape-based approach to the segmentation of medical imagery using level sets (779 citations)
  • Curve evolution implementation of the Mumford-Shah functional for image segmentation, denoising, interpolation, and magnification (753 citations)
  • Gradient flows and geometric active contour models (615 citations)

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

Anthony Yezzi focuses on Artificial intelligence, Computer vision, Segmentation, Image segmentation and Active contour model. Anthony Yezzi combines subjects such as Algorithm and Pattern recognition with his study of Artificial intelligence. Anthony Yezzi studied Computer vision and Surface that intersect with Point.

His Segmentation study integrates concerns from other disciplines, such as Signed distance function, Real image and Boundary. His Image segmentation research incorporates themes from Gradient descent, Smoothing and Maxima and minima. His Active contour model study combines topics from a wide range of disciplines, such as Feature, Metric, Topology, Edge detection and Sobolev space.

He most often published in these fields:

  • Artificial intelligence (58.52%)
  • Computer vision (41.85%)
  • Segmentation (35.19%)

What were the highlights of his more recent work (between 2015-2021)?

  • Artificial intelligence (58.52%)
  • Segmentation (35.19%)
  • Pattern recognition (16.30%)

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

His primary areas of investigation include Artificial intelligence, Segmentation, Pattern recognition, Applied mathematics and Gradient descent. As part of his studies on Artificial intelligence, Anthony Yezzi frequently links adjacent subjects like Algorithm. His studies in Algorithm integrate themes in fields like Image segmentation, Polygon, Inversion, Smoothness and Signal.

The subject of his Segmentation research is within the realm of Computer vision. His study in the field of Edge detection also crosses realms of Anatomical structures. His Active contour model study in the realm of Pattern recognition interacts with subjects such as Set.

Between 2015 and 2021, his most popular works were:

  • K-nearest neighbor driving active contours to delineate biological tumor volumes (21 citations)
  • Active contour algorithm with discriminant analysis for delineating tumors in positron emission tomography. (20 citations)
  • A smart and operator independent system to delineate tumours in Positron Emission Tomography scans. (20 citations)

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

  • Artificial intelligence
  • Computer vision
  • Statistics

Anthony Yezzi mainly investigates Artificial intelligence, Segmentation, Pattern recognition, Active contour model and Region of interest. Anthony Yezzi undertakes interdisciplinary study in the fields of Artificial intelligence and Tracing through his research. His Pattern recognition research includes elements of Positron emission tomography, Standardized uptake value, Computed tomography and Similarity.

His research investigates the connection between Similarity and topics such as Gold standard that intersect with issues in Image segmentation, Tomography, Radiation treatment planning, Radiation therapy and Radiomics. His research in Active contour model focuses on subjects like Linear discriminant analysis, which are connected to Modality and Minification. His study looks at the relationship between Region of interest and fields such as Imaging phantom, as well as how they intersect with chemical problems.

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

Curve evolution implementation of the Mumford-Shah functional for image segmentation, denoising, interpolation, and magnification

A. Tsai;A. Yezzi;A.S. Willsky.
IEEE Transactions on Image Processing (2001)

1097 Citations

A shape-based approach to the segmentation of medical imagery using level sets

A. Tsai;A. Yezzi;W. Wells;C. Tempany.
IEEE Transactions on Medical Imaging (2003)

983 Citations

Gradient flows and geometric active contour models

S. Kichenassamy;A. Kumar;P. Olver;A. Tannenbaum.
international conference on computer vision (1995)

948 Citations

A geometric snake model for segmentation of medical imagery

A. Yezzi;S. Kichenassamy;A. Kumar;P. Olver.
IEEE Transactions on Medical Imaging (1997)

880 Citations

Conformal curvature flows: From phase transitions to active vision

Satyanad Kichenassamy;Arun Kumar;Peter Olver;Allen Tannenbaum.
Archive for Rational Mechanics and Analysis (1996)

586 Citations

A statistical approach to snakes for bimodal and trimodal imagery

A. Yezzi;A. Tsai;A. Willsky.
international conference on computer vision (1999)

403 Citations

On the relationship between parametric and geometric active contours

Chenyang Xu;A. Yezzi;J.L. Prince.
asilomar conference on signals, systems and computers (2000)

402 Citations

A nonparametric statistical method for image segmentation using information theory and curve evolution

Junmo Kim;J.W. Fisher;A. Yezzi;M. Cetin.
IEEE Transactions on Image Processing (2005)

394 Citations

A Fully Global Approach to Image Segmentation via Coupled Curve Evolution Equations

Anthony Yezzi;Andy Tsai;Alan Willsky.
Journal of Visual Communication and Image Representation (2002)

374 Citations

Integral Invariants for Shape Matching

S. Manay;D. Cremers;Byung-Woo Hong;A.J. Yezzi.
IEEE Transactions on Pattern Analysis and Machine Intelligence (2006)

304 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.

If you think any of the details on this page are incorrect, let us know.

Contact us

Top Scientists Citing Anthony Yezzi

Allen Tannenbaum

Allen Tannenbaum

Stony Brook University

Publications: 122

Daniel Cremers

Daniel Cremers

Technical University of Munich

Publications: 72

Laurent D. Cohen

Laurent D. Cohen

Paris Dauphine University

Publications: 68

Nikos Paragios

Nikos Paragios

École Centrale Paris

Publications: 49

Guillermo Sapiro

Guillermo Sapiro

Duke University

Publications: 49

Ayman El-Baz

Ayman El-Baz

University of Louisville

Publications: 44

Stefano Soatto

Stefano Soatto

University of California, Los Angeles

Publications: 38

Ron Kikinis

Ron Kikinis

Brigham and Women's Hospital

Publications: 38

Georgy Gimel'farb

Georgy Gimel'farb

University of Auckland

Publications: 33

Renaud Keriven

Renaud Keriven

Université Paris Cité

Publications: 32

Jean-Philippe Thiran

Jean-Philippe Thiran

École Polytechnique Fédérale de Lausanne

Publications: 30

Olivier Faugeras

Olivier Faugeras

French Institute for Research in Computer Science and Automation - INRIA

Publications: 28

Martin Rumpf

Martin Rumpf

University of Bonn

Publications: 28

Mujdat Cetin

Mujdat Cetin

University of Rochester

Publications: 28

William M. Wells

William M. Wells

Brigham and Women's Hospital

Publications: 26

Something went wrong. Please try again later.