Mrinmoy Ghorai Homepage

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 with Prof. Adrian Munteanu from May, 2018 to October, 2019. I worked as a researcher at ECSU, Indian Statistical Institute, 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 Prof. 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

Google Scholar DBLP CV

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, underwater image enhancement, underwater object detection, network compression in CNN, image completion, transfer learning and domain adaption and remote sensing image processing.

News!

Paper published in Neurocomputing, 2025

R Kommanduri, M Ghorai. STAD-AI: Spatio-temporal anomaly detection in videos with Attentive Dual-Stage Integration, Neurocomputing, p-129817, 2025.

Paper published in Neurocomputing, 2024

R Kommanduri, M Ghorai. DAST-Net: Dense visual attention augmented spatio-temporal network for unsupervised video anomaly detection. Neurocomputing 579: 127444 (2024)

Paper published in Multimedia Tools and Applications, 2024

R Kommanduri, M Ghorai.. Anomaly detection in video surveillance: a supervised inception encoder approach. Multim. Tools Appl. 83(32): 78517-78534 (2024)

Paper published in Neural Computing and Applications, 2024

C. H. Sarvani, Mrinmoy Ghorai, S. H. Shabbeer Basha. PRF: deep neural network compression by systematic pruning of redundant filters. Neural Comput. Appl. 36(33): 20607-20616 (2024)

Two book chapters published in Springer Link1 Link2

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.
Junior Research Fellowship funded by Department of Science and Technology, Govt. of India.