Supreeth Narasimhaswamy



About Me

I am a Ph.D. candidate in Computer Science at Stony Brook University. Since Spring 2019, I have been working in the Computer Vision Lab under the supervision of Prof. Minh Hoai Nguyen. My broad research interests are in Computer Vision and Machine Learning. I am generally interested in object detection and tracking, video understanding, and learning from limited data.

My current research focuses on understanding human hands in visual data. For example, consider a scene with people interacting with their surroundings. How can we detect hands? How to track hands across videos? Do hands contact with objects or humans? What are the contact regions? How do hands grasp and interact with objects? How can we use hand interactions to better model people's activities in the scene? I am interested in using this information and AR/ VR to assist people in performing complex tasks. Conversely, I am also interested in
developing computer vision methods to provide better AR/ VR experiences.

[E-mail] [GitHub] [LinkedIn] [Google Scholar] [CV/ Resume] [Research Statement]



News

  • [July 2022] I gave a talk at the Perceiving Systems, Max Planck Institute for Intelligent Systems.
  • [May 2022] I have started working as a research intern at Snap Research NYC.
  • [Mar. 2022] Two papers @ CVPR: Our work on hand-body disambiguation, and hand tracking are accepted to CVPR 2022.
  • [Aug. 2021] I completed a research internship at Microsoft: I worked on hand gesture recognition with
    Mixed Reality's HoloLens hand tracking team.
  • [Sep. 2020] Our work on joint hand detection and contact recognition is accepted to NeurIPS, 2020.
  • [Aug. 2020] I completed my research proficiency presentation. I am officially a Ph.D. candidate now!
  • [Jul. 2019] Our work on detecting hands in unconstrained environments is accepted to ICCV, 2019.
  • [Jul. 2019] Our work on hand interactions in manual assembly settings is accepted to BMVC, 2019.
  • [Aug. 2018] I started my graduate studies at the Department of Computer Science, Stony Brook University.


Publications

Whose Hands Are These? Detection, Classification, and Association of Hands in the Wild
Supreeth Narasimhaswamy, Thanh Nguyen, Mingzhen Huang, Minh Hoai
(In Review) IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2022.


Whose Hands Are These? Hand Detection and Hand-Body Association in the Wild
Supreeth Narasimhaswamy, Thanh Nguyen, Mingzhen Huang, Minh Hoai
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
Code [Paper] [Project] [BibTex]

Forward Propagation, Backward Regression and Pose Association for Hand Tracking in the Wild
Mingzhen Huang, Supreeth Narasimhaswamy, Saif Vazir, Haibin Ling, Minh Hoai
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
Code [Paper] [Project] [BibTex]

Detecting Hands and Recognizing Physical Contact in the Wild
Supreeth Narasimhaswamy, Trung Nguyen, Minh Hoai
Advances in Neural Information Processing Systems (NeurIPS), 2020.
Code [Paper] [Project] [BibTex]

Contextual Attention for Hand Detection in the Wild
Supreeth Narasimhaswamy*, Zhengwei Wei*, Yang Wang, Justin Zhang, Minh Hoai
IEEE/CVF International Conference on Computer Vision (ICCV), 2019.
Code [Paper] [Project] [BibTeX]

WorkingHands: A Hand-Tool Assembly Dataset for Image Segmentation and Activity Mining
Roy Shilkrot, Supreeth Narasimhaswamy, Saif Vazir, Minh Hoai
Proceedings of British Machine Vision Conference (BMVC), 2019.
[Paper] [Data] [BibTeX]