Professor, Department of Computer Science & Engineering
Sarada Pally
P.O. - Narendrapur
Kolkata 700103
Ph: 2477-2346 (R)
Web Address:


Ph.D. 2006 Jadavpur University, Kolkata
M.Tech 1994 IIT Kharagpur
B.E. 1992 Jadavpur University, Kolkata

Teaching Experience (6)
Name Of The Institution Position Held Period

Jadavpur University Professor June 2010 to Till date
Asian Institute of Technology (AIT), Bangkok, Thailand Visiting Faculty January 2010 to May 2010
Jadavpur University Associate Professor February 2007 to June 2010
Jadavpur University Reader February 2004 to February 2007
Jadavpur University Sr. Lecturer February 1999 to Febraury 2004
Industrial Experience (0)
Field of Specialization
Face recognition, Medical image processing, Computational intelligence.
Courses Taught/Teaching
1. Microprocessor (MCA)
2. Computer Oriented Numerical Methods (MCA)
3. Soft Computing (BCSE)
4. Computational Intelligence (MTCT)
Research Area
Face recognition, Video Processing, Medical image processing, Computational intelligence.
Scientist B at Regional Research Laboratory (RRL) (Now, Institute of Minerals and Materials Technology), Bhubaneswar, February 1994 - March 1997
Conference Papers Published (66)
Title of the paper Conference Year Role Vol Number-Page Name

Global and spatially constrained local entropy-based fuzzy clustering algorithm for segmentation of 3D brain MR image volume with high noise and intensity inhomogeneity Proc. of the IEEE TENCON 2019 2019 N. Mahata and J. K. Sing DOI: 10.1109/TENCON.2019.8929520-1963-1968
A new fuzzy clustering algorithm by incorporating constrained class uncertainty-based entropy for brain MR image segmentation Proc. of the Fourth International Conference on Computer Vision & Image Processing (CVIP 2019) 2019 N. Mahata and J. K. Sing -
A new fuzzy clustering algorithm using uncertainty-based entropy for brain MR image segmentation International Conference on Applied Electromagnetics, Signal Processing and Communication (AESPC) 2018 N. Mahata, R. Patra, S. Kahali and J. K. Sing -
A fuzzy clustering algorithm with local contextual information and Gaussian function for simultaneous brain MR image segmentation and intensity inhomogeneity estimation Proc. of IEEE 2nd Int l. Conference MAMI 2017 2017 N. Mahata, S. Kahali, J. K. Sing and S. K. Adhikari DOI: 10.1109/MAMI.2017.8307878-1-6
3D MRI Brain Image Segmentation: A Two-Stage Framework Proc. Computational Intelligence, Communications, and Business Analytics (CICBA) 2017 S. Kahali, S.K. Adhikari and J.K. Sing -
Journal Papers Published (44)
Title of the paper Journal of publication Year Role Vol Number-Page Name

A novel fuzzy clustering algorithm by minimizing global and spatially constrained likelihood-based local entropies for noisy 3D brain MR image segmentation Applied Soft Computing (Elsevier) 2020 N. Mahata and J. K. Sing Vol 90-106171
Convolution of 3D Gaussian surfaces for volumetric intensity inhomogeneity estimation and correction in 3D brain MR image data IET Computer Vision, E-First [DOI: 10.1049/iet-cvi.2016.0278] 2018 Sayan Kahali, Sudip Kumar Adhikari and Jamuna Kanta Sing Volume: 12-288 - 297
A new entropy-based approach for fuzzy c-means clustering and its application to brain MR image segmentation Soft Computing 2018 S. Kahali, J. K. Sing and P. K. Saha -
Confidence factor weighted Gaussian function induced parallel fuzzy rank-level fusion for inference and its application to face recognition Information Fusion 2018 J. K. Sing, A. Dey and M. Ghosh 47-60-71
Local contextual information and Gaussian function induced fuzzyclustering algorithm for brain MR image segmentation and intensityinhomogeneity estimation Applied Soft Computing 2018 N. Mahata, S. Kahali, S. K. Adhikari, J. K. Sing volume: 68-586-596
Books Published (6)
Book Title Publisher Name Year Role

Advances in Biometrics for Secure Human Authentication and Recognition CRC Press (Taylor and Francis) 2013 Third Author
Low Level Multispectral Palm Image Fusion for Large Scale Biometrics Authentication: in Handbook on Continuous Authentication based on Biometrics: Data, Models, and Metrics Idea-Group Inc. Global 2011 Third Author
Biometrics Sensor Fusion: Handbook on Sensor Fusion INTECH Publishing 2010 Third Author
Graphs in Biometrics: in Handbook on Cases on ICT Utilization, Practice and Solutions: Tools for Managing Day to Day Issues Idea-Group Inc. Global 2010 Third Author
Face Recognition using Global and Local Salient Features: in Handbook on Guide to E-Science: Enabling Next Generation Scientific Research and Discovery Springer-Verlag Heidelberg 2010 Third Author
Awarded By Award Name Year

UGC, New Delhi UGC Research Award 2014
DST, New Delhi BOYSCAST Fellowship 2006
Ph.D. Thesis Guidance (16)
Name Of The Scholar Title Of The Thesis Co-Superviser Status Year

S S Thakur Mining of E - Commerce data for product prediction and recommendation using AI techniques Complete 2018
Md. Ismail Design and analysis of access control protocols for vehicular adhoc networks Ongoing 2018
Manas Ghosh Studies on object detection and recognition from video with an emphasis on videos surveillance Ongoing 2018
Sayan Kahali Volumetric medical image segmentation and related issues Complete 2018
Madhumita Ray Studies of MR image segmentation and visualization Ongoing 2018
M.Phil. Thesis Guidance (0)
MASTER Thesis Guidance (0)
Project Works (5)
Project Title Worked As Funding Agency Amount Duration Period Status

3D MRI brain image segmentation and visualization for therapy planning and monitoring Principal Investigator SERB, Govt. of India Rs. 21,34,000/- 4 Years 2017 to 2021 Ongoing
Development of Intelligent Methods for Person Tracking and Recognition in Surveillance Systems (As part of my UGC Research Award) Principal Investigator UGC, New Delhi Rs. 3,00,000.00+Full Salary for 2 Years 2 Years January 10, 2014 to Januray 9, 2016 Complete
Development of Robust Face Recognition Systems from Video Principal Investigator UGC, New Delhi Rs. 7,28,261.00 3 Years 2010 to 2013 Complete
Development of a System for Storage and Retrieval of Bio-medical Images Principal Investigator AICTE, New Delhi Rs. 5,00,000.00 3 Years 1999 to 2002 Complete
Intensity Inhomogeneity Correction in Magnetic Resonance Images Principal Investigator AICTE, New Delhi Rs. 4,00,000.00 3 years April 2009 to July 2012 Complete
Patents (0)
Collaborative Programs (0)
InviteLectures (0)
Membership Of Learned Societies (1)

Senior Member, IEEE, USA
Orientation/Refresher/QIP CourseAttended/Organized (0)
Seminar/Conference/Workshop (0)
Session chaired (0)
Professional Society Activity (0)
Consultancy work / Testing (0)
Other Notable Activities (0)