RESEARCH OVERVIEW

We conduct research in the field of Computer Vision, Robotics, and Artificial Intelligence. Our primary interests include:

  • Computer Vision: Visual representation learning, visual automation, single-view and multi-view 3D acquisition, camera modeling, light modeling, and image enhancement.
  • Robotics: Advancing robotic perception, control, and planning, enabling robots to operate autonomously in complex and unstructured environments.
  • Artificial Intelligence: Efficient algorithms for supervised, unsupervised, and reinforcement learning, with a focus on exploring generative AI approaches for generalization, robustness, and scalability.
COURSES OFFERED

PI offers following courses at Texas A&M University, College Station Campus

  • Foundations of Visual Computing (VIST 172, 501-505): Course Website
  • Generative AI for Art and Content Creation (VIZA 489, 689): Course Website
  • Visual Computing and Machine Intelligence (VCMI): Under Preparation
    • LAB MEMBERS

    Faculty / Principal Investigator: Suryansh Kumar

    Postdocs: Reza P

    Ph.D. Students: Mainak Sarkar

    M.S. Students: Ishaan Singh Rawal, Praroop Chanda,
    Wahib Kapdi, Yunxiao Zhang, Yeeun Park, Aditi Srinath

    ALUMNI

    [first position following supervision noted]

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