D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 30 Citations 4,569 183 World Ranking 8809 National Ranking 79

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Machine learning
  • Computer vision

Justus Piater mostly deals with Artificial intelligence, Computer vision, Robot, Object and Pattern recognition. He has included themes like Machine learning, Affordance and GRASP in his Artificial intelligence study. His research in Computer vision intersects with topics in Activity recognition, Retina and Sensory cue.

His work carried out in the field of Robot brings together such families of science as Visual perception, Salient, Unsupervised learning and Human–computer interaction. His Object study combines topics in areas such as Symbolic data analysis, Planning Domain Definition Language and Top-down and bottom-up design. Justus Piater combines subjects such as Overfitting, Visual space and Robustness with his study of Pattern recognition.

His most cited work include:

  • Deep Hierarchies in the Primate Visual Cortex: What Can We Learn for Computer Vision? (238 citations)
  • Random subwindows for robust image classification (212 citations)
  • Combining active learning and reactive control for robot grasping (128 citations)

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

His primary areas of study are Artificial intelligence, Computer vision, Machine learning, Robot and Object. His Artificial intelligence research incorporates elements of Affordance, GRASP and Pattern recognition. The concepts of his Pattern recognition study are interwoven with issues in Contextual image classification, Cognitive neuroscience of visual object recognition and Feature.

His work in the fields of Video tracking, Tracking and Particle filter overlaps with other areas such as Belief propagation. His Robot study integrates concerns from other disciplines, such as Context and Human–computer interaction. Many of his studies on Object involve topics that are commonly interrelated, such as Representation.

He most often published in these fields:

  • Artificial intelligence (83.33%)
  • Computer vision (31.71%)
  • Machine learning (26.02%)

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

  • Artificial intelligence (83.33%)
  • Robot (24.80%)
  • Machine learning (26.02%)

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

Justus Piater focuses on Artificial intelligence, Robot, Machine learning, Object and Human–computer interaction. His biological study spans a wide range of topics, including Context, Affordance and Computer vision. Justus Piater has researched Robot in several fields, including Training set and Robustness.

The Machine learning study combines topics in areas such as State, State prediction and Perception. His study in Object is interdisciplinary in nature, drawing from both Motion, GRASP and Mobile robot. The various areas that Justus Piater examines in his Human–computer interaction study include Assistive robot and Robot software.

Between 2015 and 2021, his most popular works were:

  • Affordances in Psychology, Neuroscience, and Robotics: A Survey (85 citations)
  • Computational models of affordance in robotics: a taxonomy and systematic classification: (38 citations)
  • 25 Years of CNNs: Can We Compare to Human Abstraction Capabilities? (35 citations)

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

  • Artificial intelligence
  • Machine learning
  • Computer vision

The scientist’s investigation covers issues in Artificial intelligence, Robot, Computer vision, Robotics and Human–computer interaction. His Artificial intelligence study incorporates themes from Context, Machine learning and Affordance. His Robot research includes elements of Object, Training set and Generalization.

His work on Pose as part of general Computer vision research is frequently linked to Wrist, Force sensor and Handover, bridging the gap between disciplines. His Robotics research incorporates themes from Cognitive science and Taxonomy. His Human–computer interaction research is multidisciplinary, relying on both Representation and Mobile robot.

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.

Best Publications

Random subwindows for robust image classification

R. Maree;P. Geurts;J. Piater;L. Wehenkel.
computer vision and pattern recognition (2005)

333 Citations

Deep Hierarchies in the Primate Visual Cortex: What Can We Learn for Computer Vision?

N. Kruger;P. Janssen;S. Kalkan;M. Lappe.
IEEE Transactions on Pattern Analysis and Machine Intelligence (2013)

324 Citations

Object-action complexes: Grounded abstractions of sensory-motor processes

Norbert Krüger;Christopher W. Geib;Justus H. Piater;Ronald P. A. Petrick.
Robotics and Autonomous Systems (2011)

187 Citations

Learning Grasp Affordance Densities

Renaud Detry;Dirk Kraft;Oliver Kroemer;Leon Bodenhagen.
Paladyn: Journal of Behavioral Robotics (2011)

186 Citations

Combining active learning and reactive control for robot grasping

O. B. Kroemer;R. Detry;J. Piater;J. Peters.
Robotics and Autonomous Systems (2010)

170 Citations

Developing haptic and visual perceptual categories for reaching and grasping with a humanoid robot

Jefferson A. Coelho;Justus H. Piater;Roderic A. Grupen.
Robotics and Autonomous Systems (2001)

169 Citations

The State of the Art in Multiple Object Tracking Under Occlusion in Video Sequences

Pierre F. Gabriel;Jacques Verly;Justus Piater;Alain Genon.
(2003)

167 Citations

Multi-camera people tracking by collaborative particle filters and principal axis-based integration

Wei Du;Justus Piater.
asian conference on computer vision (2007)

133 Citations

Affordances in Psychology, Neuroscience, and Robotics: A Survey

Lorenzo Jamone;Emre Ugur;Angelo Cangelosi;Luciano Fadiga.
IEEE Transactions on Cognitive and Developmental Systems (2018)

118 Citations

RWTH-PHOENIX-Weather: A Large Vocabulary Sign Language Recognition and Translation Corpus

Jens Forster;Christoph Schmidt;Thomas Hoyoux;Oscar Koller.
language resources and evaluation (2012)

103 Citations

Best Scientists Citing Justus Piater

Norbert Krüger

Norbert Krüger

University of Southern Denmark

Publications: 39

Danica Kragic

Danica Kragic

Royal Institute of Technology

Publications: 38

Tamim Asfour

Tamim Asfour

Karlsruhe Institute of Technology

Publications: 32

Jan Peters

Jan Peters

TU Darmstadt

Publications: 30

Florentin Wörgötter

Florentin Wörgötter

University of Göttingen

Publications: 26

Ales Leonardis

Ales Leonardis

University of Birmingham

Publications: 25

Hermann Ney

Hermann Ney

RWTH Aachen University

Publications: 20

Louis Wehenkel

Louis Wehenkel

University of Liège

Publications: 18

Pierre Geurts

Pierre Geurts

University of Liège

Publications: 18

Michael Beetz

Michael Beetz

University of Bremen

Publications: 18

Carlo S. Regazzoni

Carlo S. Regazzoni

University of Genoa

Publications: 15

Roderic A. Grupen

Roderic A. Grupen

University of Massachusetts Amherst

Publications: 15

Richard Bowden

Richard Bowden

University of Surrey

Publications: 14

Matej Kristan

Matej Kristan

University of Ljubljana

Publications: 13

Stefan Schaal

Stefan Schaal

University of Southern California

Publications: 12

Ales Ude

Ales Ude

Jožef Stefan Institute

Publications: 12

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

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