Shanmuganathan Raman
Department : Computer Science & Engineering (Jointly with Electrical Engineering)
Research Interests
● Computer Vision
● Deep Learning
● Computational Photography
● Machine Learning
● Computer Graphics
Professional Summary
Associate Professor, Indian Institute of Technology, Gandhinagar (Apr 2018 to present)
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)
Publications
1. 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), 2021.
2. Indra Deep Mastan and Shanmuganathan Raman, “DeepCFL: Deep Contextual Features Learning from a Single Image”, in the IEEE Winter Conference on Applications of Computer Vision (WACV), Virtual, Jan. 5-9, 2021.
3. Rajendra Nagar and Shanmuganathan Raman, “3DSymm: Robust and Accurate 3D Reflection Symmetry Detection”, In Pattern Recognition, Vol 107, Nov. 2020.
4. Sudhakar Kumawat and Shanmuganathan Raman, “LP-3DCNN: Unveiling Local Phase in 3D Convolutional Neural Networks”, in the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, USA, June 16-20, 2019.
5. Rajendra Nagar and Shanmuganathan Raman, “Detecting Approximate Reflection Symmetry in a Point Set using Optimization on Manifold”, in IEEE Transactions on Signal Processing, 2019, 67(6), 1582-1595.
6. Rajendra Nagar and Shanmuganathan Raman, “Fast and Accurate Intrinsic Symmetry Detection”, in European Conference on Computer Vision (ECCV), Munich, Germany, Sep. 8-14, 2018.
7. Gagan Kanojia and Shanmuganathan Raman, “Simultaneous Detection and Removal of Dynamic Objects in Multi-view Images”, in the IEEE Winter Conference on Applications of Computer Vision (WACV), Aspen, CO, USA, Mar. 2-5, 2020.