Academic Information
Completed Ph.D from IT department of Jadavpur University in 2026.
Research Areas
Research Interests
My research interests encompass Computer Vision, Machine Learning, Deep Learning, Image Processing, and Natural Language Processing, focusing on developing intelligent systems for analyzing complex visual and textual data. I aim to design robust and efficient models for tasks such as image analysis, pattern recognition, and semantic understanding, while exploring multimodal learning that integrates vision and language. My work emphasizes improving model generalization, interpretability, and real-world applicability across domains such as healthcare, remote sensing, and data-driven decision-making.
Courses Taught
Positions Held
Publications
1. A multimodal pain sentiment analysis system using ensembled deep learning approaches for IoT-enabled healthcare framework Authors: A Ghosh, S Umer, BC Dhara, GGMN Ali
Journal: Sensors (Vol. 25, Issue 4, 1223), 2025
2. A novel pain sentiment detection system utilizing a PainCapsule model and textual facial patterns Authors: A Ghosh, S Umer, BC Dhara, DK Jain, RK Rout, A Hussain
Journal: Neurocomputing (130907), 2025
3. Analyzing deep textual facial patterns for human pain sentiment recognition system in smart healthcare framework Authors: A Ghosh, S Umer, BC Dhara, RK Rout
Journal: Intelligent Decision Technologies (Vol. 18, Issue 3, pp. 1855-1877), 2024
4. Smart sentiment analysis system for pain detection using cutting edge techniques in a smart healthcare framework Authors: A Ghosh, S Umer, MK Khan, RK Rout, BC Dhara
Journal: Cluster Computing (Vol. 26, Issue 1, pp. 119-135), 2023
5. A multimodal sentiment analysis system for recognizing person aggressiveness in pain based on textual and visual information Authors: A Ghosh, BC Dhara, C Pero, S Umer
Journal: Journal of Ambient Intelligence and Humanized Computing (Vol. 14, Issue 4, pp. 4489-4501), 2023
6. Edge-based human activity recognition system for smart healthcare Authors: A Mukherjee, A Bose, DP Chaudhuri, A Kumar, A Chatterjee, SK Ray, A Ghosh
Journal: Journal of The Institution of Engineers (India): Series B (Vol. 103, Issue 3, pp. 809-815), 2022
7. Applications of Blockchain Technology in Financial & Personal Data Security Authors: A Ghosh, F Anwar, A Sarkar, S Sarkar, S Bose, S Aditya, D Saha
Journal: American Journal of Electronics & Communication (Vol. 2, Issue 2, pp. 5-11), 2021
8. Blockchain-Based Voting System Authors: A Ghosh, A Karmakar, K Khandelwal, M Mandal, P Das, PP Ray, S Bose
Journal: American Journal of Electronics & Communication (Vol. 2, Issue 2, pp. 12-16), 2021
9. Reduction of Salt and Pepper Noises from a Degraded Image Based on Fuzzy Techniques Author: A Ghosh
Journal: Indian Journal of Science and Technology, 2016
Conference Papers & Book Chapters
10. Pain Sentiment Analysis System Utilizing Deep Learning Frameworks on Multimodal Data for an Effective Healthcare System Authors: A Ghosh, S Umer, BC Dhara Publication: Intelligent Systems and Security: Proceedings of ICISS 2024 (pp. 263-275), 2025
11. Leveraging CNN-Based Deep Learning Model to Enhance Assessment Authors: A Ghosh et al.
Publication: Proceedings of the IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), 2025
12. Preprocessing of skin cancer using anisotropic diffusion and sigmoid function Authors: K Sau, A Maiti, A Ghosh
Publication: Advanced Computational and Communication Paradigms: Proceedings of ICACCP, 2018