D-Index & Metrics Best Publications

D-Index & Metrics 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.

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 33 Citations 4,150 155 World Ranking 8770 National Ranking 4038

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Computer vision
  • Optics

His main research concerns Artificial intelligence, Computer vision, Pixel, Retina and Neuromorphic engineering. 3D single-object recognition, Cognitive neuroscience of visual object recognition, Feature, Teleoperation and Haptic technology are the subjects of his Artificial intelligence studies. Ryad Benosman combines topics linked to Temporal resolution with his work on Computer vision.

Ryad Benosman combines subjects such as Monocular, Robotics, High dynamic range, Probabilistic logic and Smart camera with his study of Pixel. The Retina study combines topics in areas such as Endocrinology and Vein occlusion, Retinal. His Neuromorphic engineering study incorporates themes from Algorithm, Eye tracking and Robustness.

His most cited work include:

  • Event-Based Visual Flow (169 citations)
  • HOTS: A Hierarchy of Event-Based Time-Surfaces for Pattern Recognition (168 citations)
  • Panoramic vision : sensors, theory, and applications (155 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, Neuromorphic engineering, Pixel and Retina. His biological study spans a wide range of topics, including Computation and Pattern recognition. His Computer vision study frequently draws parallels with other fields, such as Computer graphics.

His studies deal with areas such as Algorithm, Neural coding and Spiking neural network as well as Neuromorphic engineering. His Pixel research incorporates themes from Luminance and Temporal resolution. His work deals with themes such as Retinal and Optogenetics, which intersect with Retina.

He most often published in these fields:

  • Artificial intelligence (88.89%)
  • Computer vision (60.44%)
  • Neuromorphic engineering (39.11%)

What were the highlights of his more recent work (between 2018-2021)?

  • Artificial intelligence (88.89%)
  • Neuromorphic engineering (39.11%)
  • Computer vision (60.44%)

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

His main research concerns Artificial intelligence, Neuromorphic engineering, Computer vision, Spiking neural network and Optogenetics. His study brings together the fields of Pattern recognition and Artificial intelligence. His Pattern recognition research incorporates elements of Spike sorting, Computation and Computer simulation.

In the field of Computer vision, his study on Pixel, Optical flow and Image sensor overlaps with subjects such as Population. He interconnects Distributed computing and Sensory system in the investigation of issues within Spiking neural network. His work in Optogenetics tackles topics such as Stimulus which are related to areas like Visual acuity, Retinal ganglion, Retinitis pigmentosa and Visual perception.

Between 2018 and 2021, his most popular works were:

  • Behavioural responses to a photovoltaic subretinal prosthesis implanted in non-human primates. (20 citations)
  • Behavioural responses to a photovoltaic subretinal prosthesis implanted in non-human primates. (20 citations)
  • Event-Based Gesture Recognition With Dynamic Background Suppression Using Smartphone Computational Capabilities. (12 citations)

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

  • Artificial intelligence
  • Computer vision
  • Optics

His primary areas of investigation include Computer vision, Artificial intelligence, Retina, Neuromorphic engineering and Macular degeneration. Ryad Benosman studies Gesture recognition which is a part of Computer vision. He is studying Gesture, which is a component of Artificial intelligence.

His Retina research includes elements of Computational neuroscience, Pixel, Machine vision and Spiking neural network. His Neuromorphic engineering research is multidisciplinary, relying on both Luminance, Orientation, Line, Optical flow and Line fitting. The concepts of his Macular degeneration study are interwoven with issues in Retinal, Retinal Dystrophies, Prosthesis, Photic Stimulation and Eye Movement Measurements.

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

Event-Based Visual Flow

Ryad Benosman;Charles Clercq;Xavier Lagorce;Sio-Hoi Ieng.
IEEE Transactions on Neural Networks (2014)

282 Citations

HOTS: A Hierarchy of Event-Based Time-Surfaces for Pattern Recognition

Xavier Lagorce;Garrick Orchard;Francesco Galluppi;Bertram E. Shi.
IEEE Transactions on Pattern Analysis and Machine Intelligence (2017)

276 Citations

Panoramic vision : sensors, theory, and applications

Ryad Benosman;Sing Bing Kang.
(2001)

232 Citations

HFirst: A Temporal Approach to Object Recognition

Garrick Orchard;Cedric Meyer;Ralph Etienne-Cummings;Christoph Posch.
IEEE Transactions on Pattern Analysis and Machine Intelligence (2015)

210 Citations

HATS: Histograms of Averaged Time Surfaces for Robust Event-Based Object Classification

Amos Sironi;Manuele Brambilla;Nicolas Bourdis;Xavier Lagorce.
computer vision and pattern recognition (2018)

181 Citations

Asynchronous frameless event-based optical flow

Ryad Benosman;Sio-Hoi Ieng;Charles Clercq;Chiara Bartolozzi.
Neural Networks (2012)

173 Citations

Simultaneous mosaicing and tracking with an event camera

Hanme Kim;Ankur Handa;Ryad Benosman;Sio Hoi Ieng.
british machine vision conference (2014)

165 Citations

Asynchronous Event-Based Binocular Stereo Matching

P. Rogister;R. Benosman;Sio-Hoi Ieng;Patrick Lichtsteiner.
IEEE Transactions on Neural Networks (2012)

164 Citations

Multiplex Cell and Lineage Tracking with Combinatorial Labels

Karine Loulier;Karine Loulier;Karine Loulier;Raphaëlle Barry;Raphaëlle Barry;Raphaëlle Barry;Pierre Mahou;Pierre Mahou;Pierre Mahou;Yann Le Franc;Yann Le Franc;Yann Le Franc.
Neuron (2014)

152 Citations

Asynchronous Event-Based Visual Shape Tracking for Stable Haptic Feedback in Microrobotics

Zhenjiang Ni;A. Bolopion;J. Agnus;R. Benosman.
IEEE Transactions on Robotics (2012)

138 Citations

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