arnab.banerjee@bcrec.ac.in |
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1989-10-26 |
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2023-07-01 |
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Computer Science and Engineering (Artificial Intelligence and Machine Learning) |
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Doletala Bankura Benikutir- 29A/1 Dist: Bankura Pincode: 722101 P.O: Bankura State: West Bengal Country: India |
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Devoted to lifelong learning and developing engineering applications in thrust areas of computer science. My top choice has always been to use machine learning, especially deep learning techniques, to tackle intriguing engineering problems. Able to work in a team environment as well as using own interest in strict deadlines. |
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Artificial Intelligence, Machine Learning, Deep Learning, Image analysis and pattern recognition. |
Teaching | Research | Industry |
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11.7 Years | 4 Years | NA |
Assistant Professor in Computer Science and Engineering (Artificial Intelligence and Machine Learning)- Dr. B. C. Roy Engineering College (July 2023- Present)
Research Scholar in Computer Science and Engineering- Jadavpur University (June 2019- Present)
Lecturer in Computer Science and Technology- Dr. B. C. Roy Polytechnic (June 2015- June 2023)
Lecturer in Computer Science and Technology- Santiniketan Institute of Polytechnic (Dec 2011- June 2015)
Theory of Computation, Data structure and Algorithms, Machine Learning, Operating System, Python Programming.
Artificial Intelligence, Machine Learning, Deep Learning, Image analysis and pattern recognition.
Year
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Journal | DOI/Link/Web Link/UGC Link |
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2020 | Banerjee, A., Das, N. & Santosh, K.C. Weber local descriptor for image analysis and recognition: a survey. Vis Comput 38, 321–343 (2022). https://doi.org/10.1007/s00371-020-02017-x | DOI Link Web Link |
2022 | Arnab Banerjee, Arijit Das, Samarendra Behra, Debotosh Bhattacharjee, Nagesh Talagunda Srinivasan, Mita Nasipuri, Nibaran Das,. Carp-DCAE: Deep convolutional autoencoder for carp fish classification, Computers and Electronics in Agriculture, Volume 196,2022,106810,ISSN 0168-1699, https://doi.org/10.1016/j.compag.2022.106810. | DOI Link Web Link |
Year
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Conference | National/International | DOI/Link/Web Link/UGC Link |
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2023 | A. Banerjee, D. Bhattacharjee, N. Das, S. Behra and N. T. Srinivasan, "CARP-YOLO: A Detection Framework for Recognising and Counting Fish Species in a Cluttered Environment," 2023 4th International Conference for Emerging Technology (INCET), Belgaum, India, 2023, pp. 1-7, doi: 10.1109/INCET57972.2023.10170475. | International | DOI Link Web Link |
2023 | Sinha, S. et al. (2023). Deep Learning-Based Identification of Vegetable Species: System for Specially Abled Persons. In: Bhateja, V., Yang, XS., Lin, J.CW., Das, R. (eds) Evolution in Computational Intelligence. FICTA 2022. Smart Innovation, Systems and Technologies, vol 326. Springer, Singapore. https://doi.org/10.1007/978-981-19-7513-4_36 | International | DOI Link Web Link |
2022 | Banerjee, A., Chakraborty, R., Behra, S., Srinivasan, N.T., Bhattacharjee, D., Das, N. (2022). Deep Learning Based Identification of Three Exotic Carps. In: Das, A.K., Nayak, J., Naik, B., Vimal, S., Pelusi, D. (eds) Computational Intelligence in Pattern Recognition. CIPR 2022. Lecture Notes in Networks and Systems, vol 480. Springer, Singapore. https://doi.org/10.1007/978-981-19-3089-8_40 | International | DOI Link Web Link |
2022 | Banerjee, A., Paul, S., Priya, T., Rohit, A., Das, N. (2023). A Deep Learning-Powered Voice-Enabled Math Tutor for Kids. In: Santosh, K., Goyal, A., Aouada, D., Makkar, A., Chiang, YY., Singh, S.K. (eds) Recent Trends in Image Processing and Pattern Recognition. RTIP2R 2022. Communications in Computer and Information Science, vol 1704. Springer, Cham. https://doi.org/10.1007/978-3-031-23599-3_31 | International | DOI Link Web Link |
2017 | Banerjee, A., Das, N., Nasipuri, M. (2017). Texture Classification Using Deep Neural Network Based on Rotation Invariant Weber Local Descriptor. In: Santosh, K., Hangarge, M., Bevilacqua, V., Negi, A. (eds) Recent Trends in Image Processing and Pattern Recognition. RTIP2R 2016. Communications in Computer and Information Science, vol 709. Springer, Singapore. https://doi.org/10.1007/978-981-10-4859-3_26 | International | DOI Link Web Link |
Participation In Seminar / Conference / Symposium / Workshop / Discussion Meeting
SL. No. | Event | Duration | Year |
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1 | 4th International Conference for Emerging Technology (INCET). | May 26-28, 2023 | 2023 |
2 | 5th International Conference, Recent Trends in Image Processing and Pattern Recognition (RTIP2R 2022), Kingsville, TX, USA. | December 01–02, 2022 | 2022 |
3 | 10th International Conference on Frontiers of Intelligent Computing: Theory and Applications(FICTA 2022) | June 18-19, 2022 | 2022 |
4 | 4th International Conference on Computational Intelligence in Pattern Recognition | April 12-14, 2022 | 2022 |
5 | 3 Day National level workshop on “Intelligent Automation through Artificial Intelligence, Machine Learning and Deep Learning” | June 28-30, 2021 | 2021 |
6 | Workshop on Dart Programming Language | July 27, 2020 | 2020 |
7 | THINK AI: The IEEE machine learning summit | April 28-29, 2019 | 2019 |
8 | 1st International Conference, Recent Trends in Image Processing and Pattern Recognition (RTIP2R 2016), Bidar, India. | December 16–17, 2016 | 2016 |
SL. No. | Name | Type | Duration |
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1 | Emerging Trends and Technologies in Computer Science | Online | 22-06-2023 - 24-06-2023 |
2 | Artificial Intelligence and Machine Learning | Online | 15-02-2022 - 19-02-2022 |
3 | Applications of Machine Learning | Online | 22-02-2022 - 26-02-2022 |
4 | Outcome Based Educations and Teaching Learning Process | Online | 27-10-2021 - 29-10-2021 |
5 | Deep Learning for Visual Computing and Communication (Sponsored by Electronics and ICT academy at National Institute of Technology Patna) | Online | 15-10-2020 - 21-10-2020 |
6 | Data Science for Societal Development | Online | 16-09-2020 - 20-09-2020 |
7 | Joint Online Faculty Development Programme “Data Science for All”- (Supported by Ministry of Electronics and Information Technology, MeitY, Govt. of India.) | Online | 27-07-2020 - 08-08-2020 |
8 | Quality Education Through OBE (Sponsored by AICTE) | Online | 13-07-2020 - 17-07-2020 |
SL. No. | Post | Committee | Year |
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1 | MAR and MOOCS Departmental Coordinator- CSE (AIML) | MAR and MOOCS | July 2023- present |
2 | Examination Cell Departmental Coordinator- CSE(AIML) | Examination Cell | July 2023- present |