1 code implementation • 2 Jul 2023 • Debaditya Roy, Dhruv Verma, Basura Fernando
Situation Recognition is the task of generating a structured summary of what is happening in an image using an activity verb and the semantic roles played by actors and objects.
Ranked #1 on Situation Recognition on imSitu
no code implementations • 4 May 2023 • Ramanathan Rajendiran, Debaditya Roy, Basura Fernando
The final context-infused spatio-temporal interaction tokens are used for compositional action recognition.
no code implementations • 25 Nov 2022 • Debaditya Roy, Ramanathan Rajendiran, Basura Fernando
On the EK100 evaluation server, InAViT is the top-performing method on the public leaderboard (at the time of submission) where it outperforms the second-best model by 3. 3% on mean-top5 recall.
Ranked #1 on Action Anticipation on EGTEA
no code implementations • 12 Sep 2022 • Debaditya Roy, Basura Fernando
It is through the submission of this paper that our method is currently the new state-of-the-art for action anticipation in EK55 and EGTEA Gaze+ https://competitions. codalab. org/competitions/20071#results Code available at https://github. com/debadityaroy/Abstract_Goal
no code implementations • 8 Nov 2020 • Vinoj Jayasundara, Debaditya Roy, Basura Fernando
Capsule networks (CapsNets) have recently shown promise to excel in most computer vision tasks, especially pertaining to scene understanding.
no code implementations • 27 Jul 2020 • Debaditya Roy, K. Naveen Kumar, C. Krishna Mohan
Intersections are one of the main sources of congestion and hence, it is important to understand traffic behavior at intersections.
no code implementations • 10 Dec 2019 • Debaditya Roy, Tetsuhiro Ishizaka, Krishna Mohan C., Atsushi Fukuda
Existing approaches are designed to investigate accidents in lane-based traffic.