Mohan M. Trivedi

University of California, San Diego
United States

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 Citations Publications World Ranking National Ranking

Computer Science D-index 88 Citations 31,141 549 World Ranking 398 National Ranking 237

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 Mohan M. Trivedi is best known for:

Vehicle tracking system
Tracking system
Stereopsis

Vehicle tracking system and Tracking system are all intrinsically tied to his study in Kalman filter. His study connects Information fusion and Artificial intelligence. He brings together Computer vision and Pose to produce work in his papers. He performs integrative Human–computer interaction and Gesture recognition research in his work. Transport engineering is frequently linked to Self driving in his study. In most of his Self driving studies, his work intersects topics such as Transport engineering. As part of his studies on Tracking (education), Mohan M. Trivedi often connects relevant subjects like Pedagogy. His Pedagogy study frequently links to adjacent areas such as Tracking (education). His research on Systems engineering often connects related topics like Estimation.

His most cited work include:

Looking at Vehicles on the Road: A Survey of Vision-Based Vehicle Detection, Tracking, and Behavior Analysis (722 citations)
A General Active-Learning Framework for On-Road Vehicle Recognition and Tracking (328 citations)
Hand Gesture Recognition in Real Time for Automotive Interfaces: A Multimodal Vision-Based Approach and Evaluations (311 citations)

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

His research on Artificial intelligence often connects related areas such as Pattern recognition (psychology), Advanced driver assistance systems, Object (grammar), Convolutional neural network, Object detection and Pose. His study on Computer vision is interrelated to topics such as Object detection and Pose. Mohan M. Trivedi conducted interdisciplinary study in his works that combined Human–computer interaction and Computer vision. His study brings together the fields of Pedestrian and Transport engineering. His study connects Transport engineering and Pedestrian. His studies link Tracking (education) with Pedagogy. His Tracking (education) study frequently links to related topics such as Pedagogy. His study deals with a combination of Algorithm and Artificial intelligence.

Mohan M. Trivedi most often published in these fields:

Artificial intelligence (93.02%)
Computer vision (58.14%)
Human–computer interaction (25.58%)

What were the highlights of his more recent work (between 2018-2020)?

Artificial intelligence (75.00%)
Computer vision (50.00%)
Human–computer interaction (25.00%)

In recent works Mohan M. Trivedi was focusing on the following fields of study:

Mohan M. Trivedi carries out multidisciplinary research, doing studies in Artificial intelligence and Human–computer interaction. Borrowing concepts from Artificial intelligence, Mohan M. Trivedi weaves in ideas under Human–computer interaction. He performs multidisciplinary study in Computer vision and Pose in his work. Mohan M. Trivedi conducts interdisciplinary study in the fields of Pose and Computer vision through his works. As part of his studies on Acoustics, he often connects relevant areas like Dynamics (music). His Dynamics (music) study frequently draws connections between related disciplines such as Acoustics. His research combines Vehicle dynamics and Automotive engineering. His Vehicle dynamics study frequently links to related topics such as Automotive engineering. His Pedagogy study frequently draws connections between adjacent fields such as Tracking (education).

Between 2018 and 2020, his most popular works were:

No Blind Spots: Full-Surround Multi-Object Tracking for Autonomous Vehicles Using Cameras and LiDARs (91 citations)
Looking at Vehicles in the Night: Detection and Dynamics of Rear Lights (36 citations)
Looking at Hands in Autonomous Vehicles: A ConvNet Approach Using Part Affinity Fields (11 citations)

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

Head Pose Estimation in Computer Vision: A Survey

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

1671 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)

1349 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)

1202 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)

977 Citations

Driving style recognition using a smartphone as a sensor platform

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

798 Citations

Pedestrian Protection Systems: Issues, Survey, and Challenges

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

713 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)

637 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)

601 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)

497 Citations

A General Active-Learning Framework for On-Road Vehicle Recognition and Tracking

Sayanan Sivaraman;Mohan Manubhai Trivedi.
IEEE Transactions on Intelligent Transportation Systems (2010)

463 Citations

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