Subhadip Mukherjee

Assistant Professor, Dept. of Electronics & Electrical Communication Engineering, IIT Kharagpur, India

I am an Assistant Professor at the Department of Electronics & Electrical Communication Engineering, IIT Kharagpur, India, where I am a member of the Image Processing and Computer Vision (IPCV) Lab. Prior to this, I had a short stint as an Assistant Professor (Lecturer) in ML & AI at the Department of Computer Science, University of Bath, UK (Sep. 2022 to Apr. 2023).

Research areas

Deep learning Inverse problems Medical imaging Optimization

I work in the area of deep learning and inverse problems in imaging. My research objective is to develop novel, computationally efficient, and provably convergent algorithms for challenging image analysis problems by combining model- and data-driven approaches.

I was a postdoc with Prof. Carola-Bibiane Schönlieb at the Cambridge Image Analysis (CIA) group, DAMTP, University of Cambridge, where I was a member of the AI and image analysis team for the all-in-one cancer imaging project conducted by a group of mathematicians, computer scientists, and radiologists at the University of Cambridge.

Before joining Cambridge, I worked with Prof. Ozan Öktem as a postdoc in the imaging group at the Dept. of Mathematics, KTH, Sweden. I completed my Ph.D. in September 2018, at the Indian Institute of Science (IISc.), Bangalore, under the supervision of Prof. Chandra Sekhar Seelamantula.

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