Home > Academics > Academic Units > Departments > Electrical Engineering > Debdoot Sheet
Assistant Professor Grade-I
Electrical Engineering
Centre of Excellence in Artificial Intelligence (AI)
My research is focused on developing machine learning algorithms with deep neural networks and graphical models for visual computing including medical image analysis and surgical informatics.
Joint learning of ultrasonic backscattering statistical physics and signal confidence primal for characterizing atherosclerotic plaques using intravascular ultrasound by Sheet D, Karamalis A, Eslami A, Noel PB, Chatterjee J, Ray AK, Laine AF, Carlier SG, Navab N, Katouzian A Medical Image Analysis 18(1) 103-117 (2014)
Hunting for necrosis in the shadows of intravascular ultrasound by Sheet D, Karamalis A, Eslami A, Noel PB, Virmani R, Nakano M, Chatterjee J, Ray AK, Laine AF, Carlier SG, Navab N, Katouzian A Computerized Medical Imaging and Graphics 38(2) 104-112 (2014)
In situ histology of mice skin through transfer learning of tissue energy interaction in optical coherence tomography by Sheet D, Chaudhary A, Karri SPK, Das D, Katouzian A, Banerjee P, Navab N, Chatterjee J, Ray AK Journal of Biomedical Optics 18(9) 090503-1-3 (2013)
Iterative self-organizing atherosclerotic tissue labeling in intravascular ultrasound images and comparison with virtual histology by Katouzian A, Karamalis A, Sheet D, Konofagou E, Baseri B, Carlier SG, Eslami A, Koenig A, Navab N, Laine AF IEEE Transactions on Biomedical Engineering 59(11) 3039- 3049 (2012)
Digital microscopy equipment with image acquisition, image analysis and network communication by Garud H, Sheet D, Chatterjee J, Mahadevappa M, Ray AK US Patent - (2011)
Computer Vision Theoretic Approach for Breast Cancer Diagnosis: Commonly Perceived Diagnostic Significance of Cytological Features and Feature Usability Analysis of an Existing Breast Cancer Database by Garud H, Sheet D, Chatterjee J, Mahadevappa M, Ray AK and Ghosh A Multimodality Breast Imaging: Diagnosis and Treatment 361-382 (2013)
Brightness preserving dynamic fuzzy histogram equalization by Sheet D, Garud H, Suveer A, Chatterjee J and Mahadevappa M IEEE Transactions on Consumer Electronics 56(4) 2475-2480 (2010)
Establishment of TIH on AI and ML for ICPS Science and Engineering Research Board (SERB)
Development of Automatic Target Recognition (ATR) Application Hindustan Aeronautics Limited
Collaborative Research on Artificial Intelligence, Imaging and Computing Platforms for Steel Plant Process Monitoring TATA STEEL LIMITED
Campus Rakshak: An Agent-based Simulation Framework for Assessment of Intervention Strategy against Covid-19 Spreading in Campuses Coordination Committee of RAKSHAK
AWS:NAIRP:Creating a Collateral for Supporting Popular ML Applications on AWS Infrastructure through National AI Resource Platform Amazon Web Services, Inc.
Kausik Das
Area of Research: Computational imaging and machine learning
Rachana Sathish
Area of Research: Computer assisted intervention, machine learning, medical image computing
Maddimsetti Srinivas
Area of Research: Computational medical imaging and image analysis
Abhishek Kumar
Area of Research: Medical image analysis, video processing, explainable models.
Laveena Kewlani
Area of Research: Deep Learning, Federated Learning, Distributed Optimization
Chinmay Kumar Behera
Area of Research: Deep Learning, Machine Vision, Industrial Process Monitoring
Alik Pramanick
Area of Research: Surgical information and audio-video event analysis
Anupam Borthakur
Area of Research: Federated Learning under Differential Privacy for Medical Imaging
Raj Krishan Ghosh
Area of Research: Computational ultrasonic imaging and deep learning
Ashraf Haroon Rashid
Area of Research: Multilinear Tensor Algebra for Deep Learning and Medical Imaging
Sista Raviteja
Area of Research: Surgical Video Analytics and Surgical Informatics
Rakshith Sathish
Area of Research: Explainable Deep Learning
