ARNAB BANERJEE

Assistant Professor

About

Email	arnab.banerjee@bcrec.ac.in
Date of birth	1989-10-26
Date of joining	2023-07-01
Department	Computer Science and Engineering (Artificial Intelligence and Machine Learning)
Address	Doletala Bankura Benikutir- 29A/1 Dist: Bankura Pincode: 722101 P.O: Bankura State: West Bengal Country: India
Vidwan ID
About Me	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.
Specialization / Research Interest	Artificial Intelligence, Machine Learning, Deep Learning, Image analysis and pattern recognition, AI in Aquaculture, Designing Assistive Technologies.

Qualifications

Educational Qualifications

Ph.D. in Computer Science and Engineering
JADAVPUR UNIVERSITY - 2019 - 2024
ME in Computer Science and Engineering
JADAVPUR UNIVERSITY - 2013-2015
B.Tech in Computer Science and Engineering
MAKAUT (Formerly WBUT) - 2007-2011

Teaching and R & D experience

Teaching	Research	Industry
13.5 Years	5 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- November 2024)

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, Computer Vision, Natural Language Processing.

Artificial Intelligence, Machine Learning, Deep Learning, Image analysis and pattern recognition, AI in Aquaculture, Designing Assistive Technologies.

1. Completed PyTorch for Deep Learning (52 Total Hours)- April 6th, 2025

2. Red Hat Certified System Administrator (RHCSA) - June 10th, 2024

Activities

Area of Interest

Deep Learning, AI in Aquaculture, Medical Imaging, Assistive Technologies, Explainable AI

Expertise

TensorFlow, Keras, PyTorch, Matplotlib, CNN architectures, Vision Transformers, Vision Language Models, Object Classification/ Segmentation/ Detection, Object Detection in Dense Environments.

Invited Lectures

SL. No.	Location	Topic
1	Lecture on Artificial Intelligence and Machine Learning, Dr. B. C. Roy Polytechnic, Durgapur	Lecture on Artificial Intelligence and Machine Learning

Publications

Journal

Date	Title	Journal	DOI	Link
07-12-2023	Skin Diseases Detection Using LBP and WLD: An Ensembling Approach	SN COMPUTER SCIENCE	DOI	View
18-03-2022	Carp-DCAE: Deep convolutional autoencoder for carp fish classification	Computer and Electronics in Agriculture	DOI	View
25-11-2020	Weber local descriptor for image analysis and recognition: a survey	The Visual Computer	DOI	View

Conference

Date	Title	Conference	DOI	Link
29-04-2017	Texture Classification Using Deep Neural Network Based on Rotation Invariant Weber Local Descriptor	Recent Trends in Image Processing and Pattern Recognition	DOI	View
21-06-2022	Deep Learning Based Identification of Three Exotic Carps	Computational Intelligence in Pattern Recognition	DOI	View
26-05-2023	CARP-YOLO: A Detection Framework for Recognising and Counting Fish Species in a Cluttered Environment	2023 4th International Conference for Emerging Technology (INCET)	DOI	View
29-08-2023	SegFishHead: A Semantic Segmentation Approach for the identification of fish species in a Cluttered Environment	International Conference on Computer, Electronics & Electrical Engineering & their Applications (IC2E3)	DOI	View
01-12-2022	A Deep Learning-Powered Voice-Enabled Math Tutor for Kids	Recent Trends in Image Processing and Pattern Recognition	DOI	View
26-04-2023	Deep Learning-Based Identification of Vegetable Species: System for Specially Abled Persons	10th International Conference on Frontiers in Intelligent Computing: Theory and Applications (FICTA 2022)	DOI	View

Participations

Participation In Seminar / Conference / Symposium / Workshop / Discussion Meeting

SL. No.	Event	Duration	Year
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
9	3rd International Conference on Data, Electronics and Computing, Erciyes University, Talas, Kayseri, Turkey	September 18-20, 2024	2024

Faculty Development Programmes

Start Date	End Date	Title	Organizer
27-10-2021	29-10-2021	Outcome based Education and Teaching Learning Process	Dr. B. C. Roy Polytechnic
15-10-2020	21-10-2020	Deep Learning for Visual Computing and Communication	NIT Silchar and Department of Electrical Engineering, NIT Patna under Electronics and ICT Academy, NIT Patna
27-07-2020	08-08-2020	Data Science for ALL	Electronics and ICT Academics-NIT Warangal, IIITDM Jabalpur and NIT Patna
20-04-2021	24-04-2021	Advancement of Intelligent System and COmputation	JIS College of Engineering, Kalyani
19-04-2024	23-04-2024	Emerging Trends in Sciecne and Technology from Academia to Industry	Dept. of CSE, CSD, and IT,Dr. B. C. Roy Engineering College
22-01-2024	31-01-2024	Cutting Edge: Horizons of Data and Analytics	Dept. of CSE, Meghnad Saha Institute of Technology in Association with IEEE Computer Society, Kolkata
21-06-2021	25-06-2021	Machine Learning and it’s Applications (ICT082)	NITTTR, Kolkata

Participation In Administrative Committees

SL. No.	Post	Committee	Year
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

Organization of events (Dr. B. C. Roy Engineering College)

SL. No.	Description
1	Convener- Webinar Series on 'AI in Healthcare' (31/07/2024, 07/08/2024, 14/08/2024)

Thesis Supervised

Under Graduate

SL. No.	Year	Topic	Rollno	University Registration	Affiliation
1	2025	Oral Cancer Detection using Machine Learning	Abir Mukherjee 12030621003 Manish Kumar 12030621009 Abir Roy 12030622002	12030621003 12030621009	Dr. B. C. Roy Engineering College
2	2025	Enhancing Accessibility: Machine Learning for Indian Sign Language Two-Digit Gesture Recognition	Chandni Prasad 12030621029 Arunima Saha 12030621005 Pabitra Goswami 12030621015	12030621029 12030621005 12030621015	Dr. B. C. Roy Engineering College
3	2025	Indian Medicinal Leaf Detection Through Mobile Application	Pradip Khawos 12030621006 Supriyo Das 12030621004 Anshu Lal Gupta 12030621031	12030621006 12030621004 12030621031	Dr. B. C. Roy Engineering College

Highlights

Faculty-Details