Currently, I am working as an assistant professor in IIIT, Sri City. Previously, I worked as a post-doc researcher at the ETRO department, Vrije Universiteit Brussel (VUB) with Prof. Adrian Munteanu from May, 2018 to October, 2019. I worked as a researcher at ECSU, Indian Statistical Institute (ISI), Kolkata, India from 2011 to 2018 and I received my Ph.D. degree in 2017 from IIEST, Shibpur, WB, under the supervision of Prof. Bhabatosh Chanda and Dr. Sekhar Mandal. I received my M.Tech. degree in Computer Science from Indian Statistical Institute, Kolkata in 2009 and M.Sc. degree in Pure Mathematics from University of Calcutta, Kolkata, India in 2005. My research interests include image processing, computer vision, machine learning and deep learning.
Email: mrinmoy.ghorai [at] iiits [dot] com / mgre04 [at] gmail [dot] com
News!
Paper published in Neurocomputing, 2022
Sarvani CH, Dubey SR, Ghorai M. UFKT: Unimportant Filters Knowledge Transfer for CNN Pruning. Neurocomputing. 2022 Oct 3.
Paper published in Neural Networks, 2022
Sarvani CH, Ghorai M, Dubey SR, Basha SS. HRel: Filter pruning based on High Relevance between activation maps and class labels. Neural Networks. 2022 Mar 1;147:186-97.
Paper published in IEEE Transaction on Image Processing, 2019
Ghorai M, Samanta S, Mandal S, Chanda B. Multiple pyramids based image inpainting using local patch statistics and steering kernel feature. IEEE Transactions on Image Processing. 2019 Jun 7;28(11):5495-509.
Paper published in IEEE Transaction on Image Processing, 2017
Ghorai M, Mandal S, Chanda B. A group-based image inpainting using patch refinement in MRF framework. IEEE Transactions on Image Processing. 2017 Oct 30;27(2):556-67.
Research Interests
My current research interests include image processing, computer vision, machine learning and deep learning
I am working on the problems of video anomaly detection, network compression in CNN, image inpainting, depth estimation, transfer learning and domain adaption, object detection and remote sensing.
Academic Activities
Member of program committee in the Workshop on Digital Restoration of Heritage Paintings and Artifacts (August 13-14, 2013) at ISI, Kolkata.
Speaker in the Workshop on Computational Information Processing, December 03-06, 2013 at North Easter Hill University, Shilong, Meghalaya.
Speaker in the Summer School organized by Electronics and Communication Sciences Unit, ISI, Kolkata in 2015, 2016 and 2017.
Awards and Achievements
Best poster presentation in the Workshop on Digital Restoration of Heritage Paintings and Artifacts, August 13-14, 2013, ISI, Kolkata.
Research Fellowship supported by Department of Science and Technology, Govt. of India.