H-Index & Metrics Top Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science H-index 86 Citations 29,043 471 World Ranking 317 National Ranking 200

Research.com Recognitions

Awards & Achievements

2010 - Fellow of the International Association for Pattern Recognition (IAPR) For contributions to vision systems for situational awareness, intelligent robotics and human-centered vehicle safety systems

1989 - SPIE Fellow

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Computer vision
  • Operating system

His main research concerns Artificial intelligence, Computer vision, Advanced driver assistance systems, Object detection and Robustness. His Artificial intelligence research is multidisciplinary, incorporating elements of Machine learning and Pattern recognition. His study in Computer vision focuses on Image processing, Pose, Image segmentation, Stereopsis and Tracking.

His research investigates the connection with Image processing and areas like Shadow which intersect with concerns in Algorithm. His Advanced driver assistance systems research includes themes of Active safety, Simulation, Vehicle dynamics and Human–computer interaction. Mohan M. Trivedi combines subjects such as Pedestrian detection and Collision with his study of Object detection.

His most cited work include:

  • Head Pose Estimation in Computer Vision: A Survey (1103 citations)
  • Video-based lane estimation and tracking for driver assistance: survey, system, and evaluation (852 citations)
  • Detecting moving shadows: algorithms and evaluation (735 citations)

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

Mohan M. Trivedi spends much of his time researching Artificial intelligence, Computer vision, Human–computer interaction, Object detection and Advanced driver assistance systems. His studies in Artificial intelligence integrate themes in fields like Machine learning and Pattern recognition. Computer vision is a component of his Image processing, Tracking, Image segmentation, Machine vision and Segmentation studies.

Mohan M. Trivedi frequently studies issues relating to Visualization and Human–computer interaction. His Object detection research is included under the broader classification of Object. His work carried out in the field of Advanced driver assistance systems brings together such families of science as Active safety and Simulation.

He most often published in these fields:

  • Artificial intelligence (73.15%)
  • Computer vision (58.86%)
  • Human–computer interaction (12.91%)

What were the highlights of his more recent work (between 2014-2021)?

  • Artificial intelligence (73.15%)
  • Computer vision (58.86%)
  • Trajectory (5.34%)

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

His primary areas of study are Artificial intelligence, Computer vision, Trajectory, Machine learning and Gaze. His work on Pattern recognition expands to the thematically related Artificial intelligence. His research in Computer vision intersects with topics in Task and Motion planning.

His Trajectory research is multidisciplinary, relying on both Motion, Probabilistic logic, Pedestrian and Hidden Markov model. His study looks at the intersection of Pedestrian and topics like Pose with Human–computer interaction. His Gaze research is multidisciplinary, incorporating elements of Mode, Normalization and Dynamics.

Between 2014 and 2021, his most popular works were:

  • Convolutional Social Pooling for Vehicle Trajectory Prediction (205 citations)
  • Intra-Vehicle Networks: A Review (155 citations)
  • Multi-Modal Trajectory Prediction of Surrounding Vehicles with Maneuver based LSTMs (141 citations)

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

  • Artificial intelligence
  • Computer vision
  • Operating system

Artificial intelligence, Computer vision, Trajectory, Feature extraction and Task are his primary areas of study. His biological study spans a wide range of topics, including Machine learning and Detector. His studies deal with areas such as Global Positioning System, Vehicle dynamics and Benchmark as well as Computer vision.

His work deals with themes such as Motion, Data mining, State, Probabilistic logic and Hidden Markov model, which intersect with Trajectory. His study looks at the relationship between Feature extraction and topics such as AdaBoost, which overlap with Vehicle detection. His Object detection study combines topics from a wide range of disciplines, such as Object-class detection, Viola–Jones object detection framework and Pattern recognition.

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

Head Pose Estimation in Computer Vision: A Survey

E. Murphy-Chutorian;M.M. Trivedi.
IEEE Transactions on Pattern Analysis and Machine Intelligence (2009)

1469 Citations

Video-based lane estimation and tracking for driver assistance: survey, system, and evaluation

J.C. McCall;M.M. Trivedi.
IEEE Transactions on Intelligent Transportation Systems (2006)

1220 Citations

Detecting moving shadows: algorithms and evaluation

A. Prati;I. Mikic;M.M. Trivedi;R. Cucchiara.
IEEE Transactions on Pattern Analysis and Machine Intelligence (2003)

1143 Citations

Looking at Vehicles on the Road: A Survey of Vision-Based Vehicle Detection, Tracking, and Behavior Analysis

Sayanan Sivaraman;Mohan Manubhai Trivedi.
IEEE Transactions on Intelligent Transportation Systems (2013)

772 Citations

Driving style recognition using a smartphone as a sensor platform

Derick A. Johnson;Mohan M. Trivedi.
international conference on intelligent transportation systems (2011)

644 Citations

Pedestrian Protection Systems: Issues, Survey, and Challenges

T. Gandhi;M.M. Trivedi.
IEEE Transactions on Intelligent Transportation Systems (2007)

641 Citations

A Survey of Vision-Based Trajectory Learning and Analysis for Surveillance

B.T. Morris;M.M. Trivedi.
IEEE Transactions on Circuits and Systems for Video Technology (2008)

524 Citations

Vision-Based Traffic Sign Detection and Analysis for Intelligent Driver Assistance Systems: Perspectives and Survey

A. Mogelmose;M. M. Trivedi;T. B. Moeslund.
IEEE Transactions on Intelligent Transportation Systems (2012)

488 Citations

Human Body Model Acquisition and Tracking Using Voxel Data

Ivana Mikić;Mohan Trivedi;Edward Hunter;Pamela Cosman.
International Journal of Computer Vision (2003)

434 Citations

Segmentation of a High Resolution Urban Scene Using Texture Operators.

Richard W. Conners;Mohan M. Trivedi;Charles A. Harlow.
Graphical Models /graphical Models and Image Processing /computer Vision, Graphics, and Image Processing (1984)

431 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 Mohan M. Trivedi

Rita Cucchiara

Rita Cucchiara

University of Modena and Reggio Emilia

Publications: 53

Luc Van Gool

Luc Van Gool

ETH Zurich

Publications: 37

Carlo S. Regazzoni

Carlo S. Regazzoni

University of Genoa

Publications: 33

Dariu M. Gavrila

Dariu M. Gavrila

Delft University of Technology

Publications: 32

Reinhard Klette

Reinhard Klette

Auckland University of Technology

Publications: 31

Luis M. Bergasa

Luis M. Bergasa

University of Alcalá

Publications: 31

Thomas B. Moeslund

Thomas B. Moeslund

Aalborg University

Publications: 30

Peter Corcoran

Peter Corcoran

National University of Ireland, Galway

Publications: 29

Rama Chellappa

Rama Chellappa

Johns Hopkins University

Publications: 25

Youfu Li

Youfu Li

City University of Hong Kong

Publications: 25

Nicu Sebe

Nicu Sebe

University of Trento

Publications: 24

Stan Z. Li

Stan Z. Li

Chinese Academy of Sciences

Publications: 22

Hongbin Zha

Hongbin Zha

Peking University

Publications: 22

Thierry Bouwmans

Thierry Bouwmans

University of La Rochelle

Publications: 22

Kang Ryoung Park

Kang Ryoung Park

Dongguk University

Publications: 22

Something went wrong. Please try again later.