भा.प्रौ.सं. गाँधीनगर: उत्कृषटता के 15 वर्षसमाचार
अनुसंधान

Shanmuganathan Raman

  1. Faculty
  2. संगणक विज्ञान व अभियांत्रिकी

  3. Shanmuganathan Raman

Image

Shanmuganathan Raman

Jibaben Patel Chair Professor, Computer Science & Engineering
(Jointly with Electrical Engineering department)

  • BE: PSG College of Technology, Bharathiar University, 2003
  • MTech: Indian Institute of Technology Bombay, 2006
  • PhD: Indian Institute of Technology Bombay, 2011

Email: shanmuga -AT- iitgn.ac.in

Website : https://shanmuga.people.iitgn.ac.in

Office: 13/322 C
VOIP: 2453


  • Selected Publications

    1. Ashish Tiwari, Satoshi Ikehata, and Shanmuganathan Raman, “MERLiN: Single-Shot Material Estimation and ReLighting for Photometric Stereo”, in European Conference on Computer Vision (ECCV), Milano, Italy, Sep 29 - Oct 4, 2024.

    2. Aalok Gangopadhyay, Paras Gupta, Tarun Sharma, Prajwal Singh, and Shanmuganathan Raman, “Search Me Knot, Render Me Knot: Embedding Search and Differentiable Rendering of Knots in 3D”, in Computer Graphics Forum (CGF), Volume 43, Issue 5, 2024. [Presented at the Symposium on Geometry Processing (SGP) 2024]

    3. Ashish Tiwari and Shanmuganathan Raman, “SS-SfP: Neural Inverse Rendering for Self-Supervised Shape from (Mixed) Polarization”, in The 31st Pacific Conference on Computer Graphics and Applications, Pacific Graphics, Daejeon, Korea, Oct. 10-13, 2023.

    4. Ashish Tiwari and Shanmuganathan Raman, “DeepPS2: Revisiting Photometric Stereo with Two Differently Illuminated Images”, in European Conference on Computer Vision (ECCV), Tel Aviv, Israel, Oct. 23-27, 2022.

    5. Sudhakar Kumawat, Manisha Verma, Yuta Nakashima, and Shanmuganathan Raman, “Depthwise Spatio-Temporal STFT Convolutional Neural Networks for Human Action Recognition”, In IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Volume 44, Issue 9, 2022.

  • Work Experience

    • Professor, Indian Institute of Technology, Gandhinagar (Nov 2024 to present)
    • Associate Professor, Indian Institute of Technology, Gandhinagar (Apr 2018 to Nov 2024)
    • Assistant Professor, Indian Institute of Technology, Gandhinagar (May 2013 - Apr 2018)
    • Assistant Professor, Indian Institute of Technology, Jodhpur (July 2012 - May 2013)
    • Research Associate, Indian Institute of Science (IISc), Bangalore (Aug 2011 - Jun 2012)
    • Microsoft Research India PhD Fellow, Indian Institute of Technology Bombay (2007 - 2011)
    • System and Network Administration for Vision and Image Processing Lab, Indian Institute of Technology Bombay (2006 - 2011)
    • Teaching Assistant, Indian Institute of Technology Bombay (2004 - 2010)
    • Assistant Systems Engineer Trainee, TCS, Chennai (Jun 2003 - July 2004)

Research Interests

  • ● Computer Vision
  • ● Deep Learning
  • ● Computational Photography
  • ● Machine Learning
  • ● Computer Graphics