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Professor, Department of Computer Science & Engineering |
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PH:91-33-24572407 |
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Education
Degree | Year | University |
Ph.D. |
2012 |
Jadavpur University |
M.E. |
2005 |
Jadavpur University |
B.Tech |
2003 |
Kalyani Government Engineering College (University of Kalyani) |
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Teaching Experience (4)
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Name Of The Institution |
Position Held |
Period |
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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 |
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Industrial Experience (0)
Field of Specialization
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Optical Character Recognition (OCR),
Deep Learning,
Artificial Intelligence,
Pattern Recognition,
Image Processing,
Soft computing
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Courses Taught/Teaching
Artificial Intelligence,
Soft computing ,
Optimization Techniques
System Programming,
Microprocessor,
Database,
Data Structure,
Numerical Methods,
C & C++ Programming,
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Research Area
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Handwritten OCR Systems
Medical Image Processing,
Computer Vision,
Optimization Techniques
Deep Learning Techniques
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Experience
Conference Papers Published (66)
Title of the paper |
Conference |
Year |
Role |
Vol Number-Page Name |
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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 |
More |
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Journal Papers Published (41)
Title of the paper |
Journal of publication |
Year |
Role |
Vol Number-Page Name |
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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 |
More |
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Books Published (1)
Book Title |
Publisher Name |
Year |
Role |
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Deep Learning Models for Medical Imaging by KC Santosh, N Das, S Ghosh |
Academic Press, Elsevier |
2021 |
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Awards(1)
Awarded By |
Award Name |
Year |
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ERASMUS MUNDUS |
EMMA West Post-doc Fellowship (University of Evora, Portugal), 2012 |
2012 |
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Ph.D. Thesis Guidance (3)
Name Of The Scholar |
Title Of The Thesis |
Co-Superviser |
Status |
Year |
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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 |
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M.Phil. Thesis Guidance (0)
MASTER Thesis Guidance (12)
Name Of The Scholar |
Title Of The Thesis |
Co-Superviser |
Year |
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Aritra Das |
A Novel Deep Learning Based Approach for Natural Scene Images Segmentation |
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2017 | Tithi Mitra Chowdhury |
Bengali Handwritten Character Recognition Using Improved Opposition Based Metaheuristic And Convolutional Neural Networks |
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2017 | Amitava Bose |
Indic Script Identification In Multi-Script Handwritten Documents Using Extreme Learning Machine |
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2017 | Arnab Banerjee |
Texture classification using deep neural network based on rotation invariant weber local descriptor |
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2015 | Saikat Roy |
Supervised layer wise training of deep convolutional neural network for Bangla compound character recognition |
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2015 | More |
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Project Works (5)
Project Title |
Worked As |
Funding Agency |
Amount |
Duration |
Period |
Status |
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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 |
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Patents (0)
Collaborative Programs (0)
InviteLectures (0)
Membership Of Learned Societies (3)
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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) |
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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)