DNN 1: HDR Imaging & Deep Learning for Computer Vision // Shanmuga Raman
About
In the first episode of the Deep Neural Notebooks podcast, I talk with Prof. Shanmuganathan Raman, who is an Associate Professor of Electrical & Computer Science Engineering at IIT Gandhinagar. He has been my mentor for my research internship at IIT. He has obtained his MTech and PhD degrees from IIT Bombay and was a post-doc research associate at Department of Electrical Engineering, Indian Institute of Science (IISc), Bangalore. His PhD thesis on ‘Low Dynamic Range solution to High Dynamic Range Imaging problem’ received the IIT Bombay Excellence in PhD Thesis Work’ Award. His research interests include Computer Vision, Computational Photography, Machine Learning and Computer Graphics.
We talk about
In this episode we discuss his educational background, his theses, the state of HDR imaging and computational photography. We also talk about deep learning, the scope of traditional algorithms in a DL - minded society and the road ahead.
Links: Youtube / Anchor.fm / Apple Podcasts / Spotify
