Debaditya Roy
"Always do your best, whatever you plant now will harvest later" - Og Mandino
Email - roy_debaditya at ihpc dot a-star dot edu dot sg, debadityaroy5555 at gmail dot com
I am currently a Scientist at the Institute of High-Performance Computing, A*STAR, Singapore working on the Action Anticipation project funded by AI Singapore with Dr. Basura Fernando. The aim of the project is to predict human actions for enhanced Human-Robotic Engagement.
Previously, I was a post-doctoral researcher working with Prof. Atsushi Fukuda in the Department of Transportation Engineering at Nihon University, Japan in the M2Smart project funded by JICA and JST.
I received my doctoral degree from the Department of Computer Science and Engineering at the Indian Institute of Technology Hyderabad as a member of the Visual Learning and Intelligence (VIGIL) lab. I was advised by Prof. C. Krishna Mohan and my thesis was titled Representation Learning for Action Recognition. My work on snatch theft detection was featured in The Hindu, a leading daily newspaper in India.
News
Patent granted on "Method and System for Detection of Crime Events in Surveillance Videos"[pdf]
Two papers accepted at WACV 2024
Debaditya Roy, Ramanathan Rajendiran, and Basura Fernando, "Interaction Visual Transformer for Egocentric Action Anticipation", ranked #1 on EPIC-KITCHENS 100 dataset [pdf] [code]
Debaditya Roy, Dhruv Verma, and Basura Fernando, "ClipSitu: Effectively Leveraging CLIP for Conditional Predictions in Situation Recognition" State of the art on imSitu State of the art on SWiG [pdf][code]
Serving as reviewer for CVPR 2024
Serving as reviewer for WACV 2024
Our team is ranked #1 on EPIC-KITCHENS 55 dataset
Debaditya Roy and Basura Fernando"Predicting the Next Action by Modeling the Abstract Goal", [pdf]
Our paper titled "Improving Multi-agent Trajectory Prediction using Traffic States on Interactive Driving Scenarios"[pdf] is accepted in IEEE Robotics and Automation Letters. Congratulations Vishnu and Abhinav
Serving as reviewer for ICCV 2023.
Granted patent titled "A method and system for real-time detection of traffic violation by two-wheeled riders" from Indian Patent Office. Congratulations to all my co-authors.
Granted patent titled "Method and system for detection of accident in traffic surveillance video" from Indian Patent Office. Congratulations to all my co-authors.
Gave an invited Talk - "Predicting Human Behavior - From the Kitchen to the Roads" in INCAPS - 2nd Indo-Norway Workshop on Smart Sensing, Communication and Machine Learning for Autonomous and Cyber Physical Systems conducted at IIT Hyderabad
New preprint - "Predicting the Next Action by Modeling the Abstract Goal"
