Professor, Department of Computer Science & Engineering
Web Address:


Ph.D. 2012 Jadavpur University
M.E. 2005 Jadavpur University
B.Tech 2003 Kalyani Government Engineering College (University of Kalyani)

Teaching Experience (4)
Name Of The Institution Position Held Period

Jadavpur University Professor 2021, May 28 to Till Date
Jadavpur University Associate Professor 2018, August 8 to 2021, May 27
Jadavpur University Assistant Professor 2006, July 14 to 2018, August 7
Techno India Lecturer 2005, August to 2006, July
Industrial Experience (0)
Field of Specialization
Optical Character Recognition (OCR),
Deep Learning,
Artificial Intelligence,
Pattern Recognition,
Image Processing,
Soft computing
Courses Taught/Teaching
Artificial Intelligence,
Soft computing ,
Optimization Techniques
System Programming,
Data Structure,
Numerical Methods,
C & C++ Programming,
Research Area
Handwritten OCR Systems
Medical Image Processing,
Computer Vision,
Optimization Techniques
Deep Learning Techniques

12+ Years in Academia
Conference Papers Published (66)
Title of the paper Conference Year Role Vol Number-Page Name

Using thermal intensities to build conditional random fields for object segmentation at night 4th International Conference on Computational Intelligence and Networks (CINE 2020) 2020 A Dutta, B Mandal, S Ghosh, N Das -1-6
Deep Learning for word-level handwritten Indic script identification International Conference on Recent Trends in Image Processing and Pattern Recognition (RTIP2R 2020) 2020 S Ukil, S Ghosh, S., SkMd Obaidullah, KC Santosh, K Roy, N Das -499-510
Using Dynamic Routing to Extract Intermediate Features for Developing Scalable Capsule Networks 2nd International Conference on Advanced Computational and Communication Paradigms, ICACCP 2019 2019 B Mandal, S Ghosh, R Sarkhel, N Das, M Nasipuri -1-6
GSD-Net: Compact Network for Pixel-Level Graphical Symbol Detection International Conference on Document Analysis and Recognition Workshops (ICDARW) 2019 S Ghosh, P Shaw, N Das, KC Santosh Vol-1-68-73
Caption Generation from Keywords using Probabilistic Dual-LSTM Networks and Dynamic Programming International Conference on Emerging Technologies for Sustainable Development (ICETSD 2019) 2019 S Dubey, S Ghosh, S Roy Chowdhury, N Das, T Goncalves, P Quaresma -12-15
Journal Papers Published (41)
Title of the paper Journal of publication Year Role Vol Number-Page Name

JU-VNT: a multi-spectral dataset of indoor object recognition using visible, near-infrared and thermal spectrum Multimedia Tools and Applications, Springer 2021 S Ghosh, N Das, P Sarkar, M Nasipuri 80(12)-17807-17826
Improved word-level handwritten Indic script identification by integrating small convolutional neural networks Neural Computing and Applications, Springer Nature BV 2020 S Ukil, S Ghosh, Sk Md Obaidullah, KC Santosh, K Roy, N Das 32(7)-2829-2844
Two-phase Dynamic Routing for Micro and Macro-level Equivariance in Multi-Column Capsule Networks Pattern Recognition, Elsevier 2020 B Mandal, R Sarkhel, S Ghosh, N Das, M Nasipuri 109-107595
Reshaping inputs for convolutional neural network: Some common and uncommon methods Pattern Recognition, Elsevier 2019 S Ghosh, N Das, M Nasipuri 93-79-94
Understanding deep learning techniques for image segmentation ACM Computing Surveys (CSUR) 2019 S Ghosh, N Das, I Das, U Maulik 52 (4)-1-35
Books Published (1)
Book Title Publisher Name Year Role

Deep Learning Models for Medical Imaging by KC Santosh, N Das, S Ghosh Academic Press, Elsevier 2021
Awarded By Award Name Year

ERASMUS MUNDUS EMMA West Post-doc Fellowship (University of Evora, Portugal), 2012 2012
Ph.D. Thesis Guidance (3)
Name Of The Scholar Title Of The Thesis Co-Superviser Status Year

Bidhan Barai Development of Some Techniques for Text Independent Speaker Identification System Dr. Subhadip Basu Ongoing 2015
Swarnendu Ghosh Graph Based Approach toward Automatic Generation of Image Description Dr. Teresa Cristina de Freitas Gonclaves Ongoing 2014
Sk. Md. Obaidullah An Approach for Script Identification from Official Indic Script Dr. Kaushik Roy Ongoing 2014
M.Phil. Thesis Guidance (0)
MASTER Thesis Guidance (12)
Name Of The Scholar Title Of The Thesis Co-Superviser Year

Aritra Das A Novel Deep Learning Based Approach for Natural Scene Images Segmentation 2017
Tithi Mitra Chowdhury Bengali Handwritten Character Recognition Using Improved Opposition Based Metaheuristic And Convolutional Neural Networks 2017
Amitava Bose Indic Script Identification In Multi-Script Handwritten Documents Using Extreme Learning Machine 2017
Arnab Banerjee Texture classification using deep neural network based on rotation invariant weber local descriptor 2015
Saikat Roy Supervised layer wise training of deep convolutional neural network for Bangla compound character recognition 2015
Project Works (5)
Project Title Worked As Funding Agency Amount Duration Period Status

Development of knowledge graph from images using Deep learning Principal Investigator SCIENCE & ENGINEERING RESEARCH BOARD (SERB), Govt. of India Rs. 33,00,000/- 2 years 2016 to 2018 Ongoing
Design of Multimodal Biometric System for Various Security and Forensic application Co-Investigator UPE Program, Govt. of India Rs. 13,63,200/- 2 years 2012 to 2014 Ongoing
An optical recognition system for handwritten Bangla text and its extension to automatic transcription of pre-formatted form documents Co-Investigator PURSE, DST, Govt. of India Rs. 58,05,000/- (Allotted to CSE Dept.) 3 years 2010 to 2013 Ongoing
Sanketantar Principal Investigator Society for Natural Language Technology Research Rs. 1,20,000/- 6 months 2009, April to 2009, Sept Complete
An Optical Character Recognition System for Handwritten Bangla Text Principal Investigator Departmental Research Project, Jadavpur University Rs. 50,000/- 1 Year 2006 to 2007 Complete
Patents (0)
Collaborative Programs (0)
InviteLectures (0)
Membership Of Learned Societies (3)

Member of Institute of Electrical and Electronics Engineers (IEEE)
Life member of Computer Society of India
Associate member of The Institution of Electronics and Telecommunication Engineers (IETE)
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)