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About Me

Research Interests

Biomedical Image Analysis
Deep Generative Modeling
Computer Vision
Machine Learning

Peer Review Activities

IEEE Transactions on Medical Imaging
Pattern Recognition (Elsevier)
Frontiers in Oncology
CINE 2024, PReMI 2023, ICDAI 2023, PReMI 2021

I am currently a Visiting Scientist at Biomedical Imaging and Bioinformatics Lab , Machine Intelligence Unit of the Indian Statistical Institute , Kolkata, India. I have successfully defended my doctoral thesis entitled Nuclei Segmentation and Color Normalization of Histological Images: Rough-Fuzzy Circular Clustering to Deep Generative Modeling on December 17, 2024 under the supervision of Prof. Pradipta Maji .

Publication Details

Publications

Journals Under Review

Suman Mahapatra and Pradipta Maji, SiliCoN: Simultaneous Nuclei Segmentation and Color Normalization of Histological Images , in IEEE Journal of Biomedical and Health Informatics, pp. 1--10, Manuscript ID: JBHI-02699-2025.
Suman Mahapatra and Pradipta Maji, Optimal Transport Driven Asymmetric Image-to-Image Translation for Nuclei Segmentation of Histological Images , in Pattern Recognition (Elsevier), pp. 1--34, Manuscript ID: PR-D-25-03197.

International Journal Papers

Suman Mahapatra and Pradipta Maji, Truncated Normal Mixture Prior Based Deep Latent Model for Color Normalization of Histology Images , in IEEE Transactions on Medical Imaging, 42(6), pp. 1746--1757, 2023, DOI: 10.1109/TMI.2023.3238425.
Pradipta Maji and Suman Mahapatra, Circular Clustering in Fuzzy Approximation Spaces for Color Normalization of Histological Images , in IEEE Transactions on Medical Imaging, 39(5), pp. 1735--1745, 2020, DOI: 10.1109/TMI.2019.2956944.
Pradipta Maji and Suman Mahapatra, Rough - Fuzzy Circular Clustering for Color Normalization of Histological Images , in Fundamenta Informaticae, 164(1), pp. 103--117, 2019, DOI: 10.3233/FI-2019-1756.

International Conference Papers

Jyotsna Kumar Mandal and Suman Mahapatra, Z Transformation Based High Payload Authentication Technique with Higher Region of Convergence Value (ZATHRoc) , in Proceedings of 2nd International Conference on Computer and Communication Technologies (IC3T2015), Hyderabad, India, pp. 529--537, 2015.
Sukalyan Som, Sayani Sen, Suman Mahapatra and Sarbani Palit, A Selective Bitplane Based Encryption of Grayscale Images with Tamper Detection, Localization and Recovery Based on Watermark , in Proceedings of 2nd International Conference on Information Systems Design and Intelligent Applications (INDIA2015), Kalyani, India, pp. 793--802, 2015.
Sukalyan Som, Suman Mahapatra and Sayani Sen, A No Reference Image Authentication Scheme Based On Digital Watermark , in Proceedings of 2nd International Conference on Information Systems Design and Intelligent Applications (INDIA2015), Kalyani, India, pp. 741--749, 2015.
Suman Mahapatra, Jyotsna Kumar Mandal and Madhumita Sengupta, Authentication in Higher Region of Convergence of Z Transform Domain (AHRocZ) , in Proceedings of 2nd International Conference on Information Systems Design and Intelligent Applications (INDIA2015), Kalyani, India, pp. 787--795, 2015.

Academic Publications

Ph.D. thesis entitled Nuclei Segmentation and Color Normalization of Histological Images: Rough-Fuzzy Circular Clustering to Deep Generative Modeling , under the supervision of Prof. Pradipta Maji , Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India, 2024. [Abstract] [Slides]
M.Tech. thesis entitled Design and Implementation of Authentication Technique in Higher Region of Convergence of Z Transformation , under the supervision of Prof. Jyotsna Kumar Mandal , Department of Computer Science and Engineering, University of Kalyani, Kalyani, India, 2015.

Short Bio

Resume

Education

PhD in Computer Science (Thesis defended)

2018 - 2024

Indian Statistical Institute, Kolkata, India

Research Fellow, funded by Council of Scientific and Industrial Research

2015 - 2018

Indian Statistical Institute, Kolkata, India

Master of Technology in Computer Science and Engineering

2013 - 2015

University of Kalyani, India

Bachelor of Engineering (Honours) in Computer Science and Engineering

2009 - 2013

University Institute of Technology, The University of Burdwan, India

Professional Experience

Awards and Rank

Third Prize in IDRBT Doctoral Colloquium for the paper entitled "Color Normalization of Histological Images Using Rough-Fuzzy Circular Clustering", December 6-7, 2021.
All India Rank 259 in Engineering Sciences under the Council of Scientific & Industrial Research fellowship scheme, 2014.

Teaching Assistantship

Image Processing - I for Master of Technology (Computer Science), 2024-25 (Ongoing).
Computer Vision for Master of Technology (Computer Science), 2024-25.
Image Processing - I for Master of Technology (Computer Science), 2023-24.
Programming and Data Structure for Bachelor of Statistics, 2019-20.

Memberships (Professional Bodies)

Life Member, Indian Science Congress Association (Membership No.: L37670).

Suman Mahapatra