H-Index & Metrics Top Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science H-index 84 Citations 41,743 319 World Ranking 354 National Ranking 28

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Computer vision
  • Statistics

Zhengyou Zhang spends much of his time researching Artificial intelligence, Computer vision, Epipolar geometry, Fundamental matrix and Pattern recognition. His studies link Machine learning with Artificial intelligence. His Computer vision study frequently links to adjacent areas such as Point.

As part of the same scientific family, Zhengyou Zhang usually focuses on Fundamental matrix, concentrating on Iterative reconstruction and intersecting with Cardinal point. The various areas that Zhengyou Zhang examines in his Camera resectioning study include Image sensor and Plane. His Image sensor research incorporates elements of Reprojection error and Direct linear transformation.

His most cited work include:

  • A flexible new technique for camera calibration (9384 citations)
  • Flexible camera calibration by viewing a plane from unknown orientations (1980 citations)
  • Iterative point matching for registration of free-form curves and surfaces (1972 citations)

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

Zhengyou Zhang mostly deals with Artificial intelligence, Computer vision, Computer graphics, Speech recognition and Multimedia. His Artificial intelligence research is multidisciplinary, relying on both Machine learning and Pattern recognition. His Computer vision study is mostly concerned with Image processing, Epipolar geometry, Line segment, Feature and Object.

His Computer graphics study combines topics in areas such as Whiteboard and Video camera. The Speech recognition study combines topics in areas such as Acoustic source localization, Speech enhancement and Microphone. His Multimedia research includes themes of Session and Human–computer interaction.

He most often published in these fields:

  • Artificial intelligence (60.40%)
  • Computer vision (49.01%)
  • Computer graphics (12.62%)

What were the highlights of his more recent work (between 2013-2021)?

  • Artificial intelligence (60.40%)
  • Computer vision (49.01%)
  • Machine learning (5.69%)

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

Artificial intelligence, Computer vision, Machine learning, Eye tracking and Human–computer interaction are his primary areas of study. Zhengyou Zhang regularly ties together related areas like Pattern recognition in his Artificial intelligence studies. He integrates many fields, such as Computer vision and Displacement, in his works.

In the subject of general Machine learning, his work in Leverage, Ranking and Binary classification is often linked to Rank, thereby combining diverse domains of study. His Eye tracking study incorporates themes from Cross-ratio, Tracking system and Gaze. His study in Human–computer interaction is interdisciplinary in nature, drawing from both Multimedia, Gesture and Implementation.

Between 2013 and 2021, his most popular works were:

  • Deeply-Supervised Nets (851 citations)
  • A survey on face detection in the wild (260 citations)
  • Training deep networks for facial expression recognition with crowd-sourced label distribution (185 citations)

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

  • Artificial intelligence
  • Computer vision
  • Statistics

His primary scientific interests are in Artificial intelligence, Machine learning, Computer vision, Speech recognition and Eye tracking. As a part of the same scientific family, Zhengyou Zhang mostly works in the field of Artificial intelligence, focusing on Pattern recognition and, on occasion, Subspace topology. His work in the fields of Machine learning, such as Binary classification and Ranking, overlaps with other areas such as Set and Rank.

Zhengyou Zhang has included themes like Perspective and Component in his Computer vision study. His Speech recognition research incorporates themes from Sound localization and Headset. Zhengyou Zhang combines subjects such as Gaze, Rendering, Immersive technology, User studies and Gesture with his study of Eye tracking.

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

A flexible new technique for camera calibration

Z. Zhang.
IEEE Transactions on Pattern Analysis and Machine Intelligence (2000)

14649 Citations

Flexible camera calibration by viewing a plane from unknown orientations

Zhengyou Zhang.
international conference on computer vision (1999)

3320 Citations

Iterative point matching for registration of free-form curves and surfaces

Zhengyou Zhang.
International Journal of Computer Vision (1994)

3179 Citations

Microsoft Kinect Sensor and Its Effect

Zhengyou Zhang.
IEEE MultiMedia (2012)

2210 Citations

A robust technique for matching two uncalibrated images through the recovery of the unknown epipolar geometry

Zhengyou Zhang;Rachid Deriche;Olivier Faugeras;Quang-Tuan Luong.
Artificial Intelligence (1995)

2125 Citations

Determining the Epipolar Geometry and its Uncertainty: A Review

Zhengyou Zhang.
International Journal of Computer Vision (1998)

1613 Citations

Parameter estimation techniques: a tutorial with application to conic fitting

Zhengyou Zhang.
Image and Vision Computing (1997)

1210 Citations

Deeply-Supervised Nets

Chen-Yu Lee;Saining Xie;Patrick W. Gallagher;Zhengyou Zhang.
international conference on artificial intelligence and statistics (2015)

1143 Citations

Action recognition based on a bag of 3D points

Wanqing Li;Zhengyou Zhang;Zicheng Liu.
computer vision and pattern recognition (2010)

963 Citations

Camera calibration with one-dimensional objects

Zhengyou Zhang.
IEEE Transactions on Pattern Analysis and Machine Intelligence (2004)

783 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 Zhengyou Zhang

Nassir Navab

Nassir Navab

Technical University of Munich

Publications: 76

Takeo Kanade

Takeo Kanade

Carnegie Mellon University

Publications: 60

Jonathan J. Hull

Jonathan J. Hull

Independent Scientist / Consultant, US

Publications: 56

Marc Pollefeys

Marc Pollefeys

ETH Zurich

Publications: 54

Katsushi Ikeuchi

Katsushi Ikeuchi

University of Tokyo

Publications: 53

Rama Chellappa

Rama Chellappa

Johns Hopkins University

Publications: 53

Hideo Saito

Hideo Saito

Keio University

Publications: 51

Wanqing Li

Wanqing Li

University of Wollongong

Publications: 50

Zicheng Liu

Zicheng Liu

Huazhong University of Science and Technology

Publications: 49

Gerard Medioni

Gerard Medioni

Amazon (United States)

Publications: 49

Luc Van Gool

Luc Van Gool

ETH Zurich

Publications: 48

In So Kweon

In So Kweon

Korea Advanced Institute of Science and Technology

Publications: 47

Vittorio Murino

Vittorio Murino

Italian Institute of Technology

Publications: 46

Andrew Zisserman

Andrew Zisserman

University of Oxford

Publications: 46

Peter Corcoran

Peter Corcoran

National University of Ireland, Galway

Publications: 45

Something went wrong. Please try again later.