Education
Degree | Year | University |
Ph.D. |
2018 |
Jadavpur University |
M.Tech |
2013 |
Jadavpur University |
B.Tech |
2010 |
West Bengal University of Technology |
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Teaching Experience (5)
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Name Of The Institution |
Position Held |
Period |
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Department of Information Technology, Jadavpur University, Kolkata, India |
Assistant Professor |
2019, September to Till Date |
Department of Computer Science and Engineering, Calcutta Institute of Technology (CIT), Uluberia, Howrah |
Assistant Professor and HOD |
2018, December to 2019, March |
Department of Computer Science and Engineering, Techno India-Batanagar |
Assistant Professor |
2015, August to 2018, December |
Department of Computer Science and Engineering, Aliah University |
Guest Lecturer |
2014, July to 2015, June |
CMATER Laboratory, Department of Computer Science and Engineering, Jadavpur University |
Teaching Assistant |
2013, August to 2013, October |
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Industrial Experience (0)
Field of Specialization
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Handwritten Document Analysis, Pattern Recognition, Image and Video Processing, Machine Learning, Computer Vision, Deep Learning and Artificial Intelligence
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Courses Taught/Teaching
Computer Programming and Numerical Methods (Theory and Lab), Big Data (Theory and Lab), Machine Learning (Theory and Lab), Computer Organization, Architecture and Networking (Theory), Data Science (Theory), Data Structure, Algorithms & OOPs (Theory)
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Research Area
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Document Image Processing, Handwriting Recognition, Pattern Recognition, Image and Video Processing, Machine Learning, Deep Learning, Feature Selection, Computer Vision.
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Experience
Conference Papers Published (23)
Title of the paper |
Conference |
Year |
Role |
Vol Number-Page Name |
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Genetic Dropout: An Application to Handwritten Indic Script Classification |
Proc. of 6th International Conference on Emerging Applications of Information Technology (EAIT-2021), Advanced Techniques for IoT Applications [Best Paper Award] |
2022 |
Saikat Chakraborty, Riktim Mondal, Ram Sarkar, Mita Nasipuri |
Lecture Notes in Networks and Systems, Springer, Singapore, Vol. 292, 3-13- |
SV-NET: A Deep Learning Approach to Video Based Human Activity Recognition |
11th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2019) |
2019 |
Sukrit Bhattacharya, Vaibhav Shaw, Ram Sarkar, Debotosh Bhattacharjee |
AISC, Vol. 1182, Springer, Cham, 10-20- |
Feature Selection using Histogram based Multi-Objective GA for Handwritten Devanagari Numeral Recognition |
6th International Conference on Frontiers in Intelligent Computing Theory and Applications (FICTA) |
2018 |
Manosij Ghosh, Ritam Guha, Riktim Mondal, Pawan Kr. Singh, Ram Sarkar, Mita Nasipuri |
AISC 695-471- 479 |
Automatic Text-line level Handwritten Indic Script Recognition: A Two-stage Framework |
6th International Conference on Frontiers in Intelligent Computing Theory and Applications (FICTA) |
2018 |
Pawan Kr. Singh, Anirban Mukhopadhyay, Ram Sarkar, Mita Nasipuri |
AISC 701-377-385 |
Statistical Textural Features for Text-Line Level Handwritten Indic Script Identification |
3rd International Doctoral Symposium On Applied Computation And Security Systems (ACSS) |
2017 |
Pawan Kr. Singh, Ram Sarkar, Mita Nasipuri |
Vol. 4, Springer, AISC 568-139-151 |
More |
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Journal Papers Published (61)
Title of the paper |
Journal of publication |
Year |
Role |
Vol Number-Page Name |
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COFE-Net: An ensemble strategy for Computer-Aided Detection for COVID-19 |
Measurement, Elsevier |
2022 |
Avinandan Banerjee, Rajdeep Bhattacharya, Vikrant Bhateja,Aime Lay-Ekuakille, Ram Sarkar |
Vol. 187, 110289-1-14 |
ET NET: an ensemble of transfer learning models for prediction of COVID 19 infection through chest CT scan images |
Multimedia Tools and Applications (Special Issue: Pioneering AI, Data Science And Multimedia Techniques And Findings For COVID-19), Springer Publishers |
2022 |
Rohit Kundu, Massimiliano Ferrara, Ali Ahmadian, Ram Sarkar |
Vol. 81, No. 1-31-50 |
MRFGRO: A hybrid meta-heuristic feature selection method for screening COVID-19 using deep features |
Scientific Reports |
2021 |
Arijit Dey, Soham Chattopadhyay, Ali Ahmadian, Massimiliano Ferrara, Norazak Senu, Ram Sarkar |
11:24065-1-15 |
A Case Study on Handwritten Indic Script Classification: Benchmarking of the Results at Page, Block, Text-line, and Word Levels |
ACM Transactions on Asian Low-Resource Language Information Processing |
2021 |
Ram Sarkar, Ajith Abraham, Mita Nasipuri |
Vol. 21, No. 2, Article 32-36 |
Language-invariant novel feature descriptors for handwritten numeral recognition |
Visual Computer, Springer Publishers |
2021 |
Soulib Ghosh, Agneet Chatterjee, Showmik Bhowmik, Ram Sarkar |
Vol. 37-1781-1803 |
More |
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Books Published (7)
Book Title |
Publisher Name |
Year |
Role |
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Spoken Language Identification of Indian Languages Using MFCC Features by Mainak Biswas, Saif Rahaman, Satwik Kundu, Ram Sarkar |
Machine Learning for Intelligent Multimedia Analytics. Studies in Big Data |
2021 |
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Genetic Algorithm Based Global and Local Feature Selection Approach for Handwritten Numeral Recognition by Sagnik Pal Chowdhury, Ritwika Majumdar, Sandeep Kumar, Ram Sarkar |
Metaheuristics in Machine Learning: Theory and Applications, Studies in Computational Intelligence |
2021 |
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A study on smartphone sensor-based Human Activity Recognition using deep learning approaches by Riktim Mondal, Dibyendu Mukhopadhyay, Sayanwita Barua, Ram Sarkar, Debotosh Bhattacharjee |
Handbook of Computational Intelligence in Biomedical Engineering and Healthcare, Academic Press Publishers, Elsevier |
2021 |
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A Comparative Study of Different Feature Descriptors for Video-Based Human Action Recognition by Swarnava Sadhukhan, Siddhartha Mallick, Ram Sarkar, Debotosh Bhattacharjee |
Intelligent Computing: Image Processing Based Applications, AISC 1157 |
2020 |
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Handwritten Indic Script Identification using 4-directional Mask Oriented Features |
Knowledge Computing and Its Applications, Knowledge Manipulation and Processing Techniques-Vol. 1, Springer Publishers |
2018 |
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More |
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Awards(2)
Awarded By |
Award Name |
Year |
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Institute of Scholars (InSc) |
Research Excellence Award |
2021 | JU RUSA 2.0 |
RUSA 2.0 Post- Doctoral Fellowship (Jadavpur University) |
2019 |
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Ph.D. Thesis Guidance (0)
M.Phil. Thesis Guidance (0)
MASTER Thesis Guidance (0)
Project Works (0)
Patents (0)
Collaborative Programs (0)
InviteLectures (0)
Membership Of Learned Societies (8)
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Senior Member of the IEEE, U.S.A. |
Lifetime Member of Computer Society of India (CSI) |
Member of Association for Computing Machinery (ACM) |
Lifetime Member of Indian Society for Technical Education (I.S.T.E.) |
Lifetime Member of Indian Science Congress Association (ISCA) |
More |
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Orientation/Refresher/QIP CourseAttended/Organized (1)
Program Name |
Organised By |
Venue |
Year |
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RUSA 2.0 Sponsored One-Week Workshop on Computer Vision and Multimedia Computing (CVMC-2020) |
Department of Information Technology, Jadavpur University, Salt Lake Campus, Kolkata |
Jadavpur University, Salt Lake Campus |
2020 |
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Seminar/Conference/Workshop (40)
Program Name |
Organised By |
Venue |
Year |
Type Of Participation |
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6th International Conference on Emerging Applications of Information Technology (EAIT 2020) |
Computer Society of India (CSI) Kolkata Chapter and University of Kalyani |
Online |
2021 |
Participated | 5 Days Online Faculty Development Program on Machine Intelligence: Recent Trends & Applications in Industries 4.0 |
Department of Computer Science & Engineering, Atria Institute of Technology, Bengaluru, Karnataka, India |
Online |
2021 |
Participated | 2021 IEEE CIS Summer School on Contemporary Advancement in Multi Objective Optimization (CAMOO) |
Department of Computer and System Sciences, Visva-Bharati, India in association with IEEE Computational Intelligence Society (CIS) Kolkata Chapter |
Online |
2021 |
Participated | 5-Day Online Faculty Development Program on Artificial Intelligence and Machine Learning |
IcfaiTech, ICFAI University, Jaipur in collaboration with IEEE Rajasthan Sub-section |
Online |
2021 |
Participated | 5-Day Online Faculty Development Program on Advancement of Intelligent System and Computation |
Department of Computer Science and Engineering, JIS College of Engineering in association with Computer Society of India (CSI), Kolkata Chapter |
Online |
2021 |
Participated | More |
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Session chaired (0)
Professional Society Activity (9)
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Type of Professional Activity |
Period |
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Research Advisory Committee in Maharashtra Institute of Technology World Peace University (MIT WPU) |
to |
Technical Program Committee Member, IEEE India Conference (INDICON-2021) |
to |
Technical Program Committee Member & Technical Session Chair, 9th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2021) |
to |
Technical Program Committee Member, 2nd International Conference on Frontiers in Computing and Systems (COMSYS-2021) |
to |
Technical Program Committee Member, 7th International Conference on Mathematics and Computing (ICMC-2021) |
to |
More |
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Consultancy work / Testing (0)
Other Notable Activities (0)