About Me
I'm a PhD student at the Bharti School of Telecommunication Technology and Management, Indian Institute of Technology (IIT) Delhi, where I am mentored by Prof. Brejesh Lall. I am supported by the Prime Minister's Research Fellowship (PMRF), awarded by the Government of India.
My research lies at the intersection of computer vision and generative AI, with a current focus on the synthesis of thermal data and its applications in behavior and gesture recognition, particularly in autonomous systems.At the moment, I’m working on the following research directions:
- Thermal data synthesis: How can we leverage generative models to synthesize high-fidelity thermal imagery, enabling robust vision models in low-visibility conditions?
- Contextual thermal feature learning: How can we learn thermal features from various contextual cues available from different modalities, in order to generate accurate thermal data?
- Efficient perception for autonomous systems: How can we integrate behavior and gesture recognition into real-time, edge-deployable vision systems for autonomous driving?
Before starting my PhD, I completed my M.Tech in Robotics and Automation at IIT Delhi, jointly supervised by Prof. Brejesh Lall and Prof. N. R. Chauhan (IGDTUW, Delhi). My master’s thesis focused on visual object tracking in video sequences.
I am also contributing to a defense-focused research project in collaboration with the Defence Research and Development Organisation (DRDO), Government of India.
Prior to graduate school, I worked as a software developer at Infosys Ltd., and earned my B.Tech in Computer Science and Engineering.
In my free time, I enjoy running, practising karate and travelling.
Recent News
- [May 2024] My paper Thermal Videodiff (TVD): A Diffusion Architecture For Thermal Video Synthesis was accepted to the 2024 IEEE International Conference on Image Processing (ICIP).
- [Apr 2024] My first paper EgoFormer: Ego-Gesture Classification in Context of Autonomous Driving published in IEEE Sensors Journal.
- [Jul 2023] Attended the International Computer Vision Summer School 2023 in Sicily, Italy.
- [Oct 2022] Awarded the Prime Minister's Research Fellowship (PMRF) by Govt. of India.
- [Aug 2021] Joined PhD at IIT Delhi under supervision of Prof. Brejesh Lall.
Publications
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Thermal Videodiff (TVD): A Diffusion Architecture For Thermal Video Synthesis
2024 IEEE International Conference on Image Processing (ICIP)
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EgoFormer: Ego-Gesture Classification in Context of Autonomous Driving
2024, IEEE Sensors Journal