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DEBKUMAR CHOWDHURY

DEBKUMAR CHOWDHURY

ASSISTANT PROFESSOR

[email protected]
Vidwan Profile Google Scholar

Academic Information

Ph.D pursuing

Research Areas

1. Image Processing 2. Machine Learning

Research Interests

The class imbalance problem typically occurs when there are many more instances of some classes than others. In such cases, standard classifiers tend to be overwhelmed by the large classes and ignore the small ones.

Courses Taught

1. Data Structure and Algorithms
2. Theory of Computations
3. Compiler Design
4. C programming
5. Python Programming
6. Data Analytics

Positions Held

ASSISTANT PROFESSOR

Publications

1. Soma Mitra, Debkumar Chowdhury, Mauparna Nandan, Kajori Parial, Saikat Basu (2023). “Development of a Deep Neural Network (DNN) Model for Feature Selection from Satellite Images”, Journal of the Indian Society of Remote Sensing, ISSN NO: 0255-660X, (Indexing: SCIE and Scopus) (Impact Factor: 2.2) 2. "Hybrid EfficientNet-Transformer Model for Multi-Class Brain Tumor Classification from Imbalanced MRI Images", K. Kavitha, Arul Kumar Natarajan, Debkumar Chowdhury, Kaushik Chanda, Jayanta Aich, Journal of Information Systems Engineering and Management (2025), https://doi.org/10.52783/jisem.v10i40s.8390. 3. "Soft and Hard attention based deep neural network models for image caption generation", Debkumar Chowdhury, Jayanta Aich, Debosmita Chaudhuri, Sustainable Computing for Industry: Innovations, Challenges, and Future Directions (2025), Taurean Publications. 4. "Integrating Sustainability into Water Quality Prediction: A Novel Framework for Machine Learning Application", Kaushik Sen, Debkumar Chowdhury, Sanjukta Mishra, Jayanta Aich, Sustainable Computing for Industry: Innovations, Challenges, and Future Directions (2025), Taurean Publications. 5. D Chowdhury et al. (2023). "Two-Stage ASL Detection Architecture: A Hand Sign Languages Detection Scheme", 2nd International Conference on Human-Centric Smart Computing (ICHCSC 2023), Indexing: Springer and Scopus. 6. D Chowdhury et al. (2023). "Retinal Vessel Segmentation using a Novel U-Net Architecture with Data Augmentation", 2nd International Conference on Human-Centric Smart Computing (ICHCSC 2023), Indexing: Springer and Scopus. 7. D Chowdhury et al. (2024). "Image Dehazing using AHE with Noise Removal using CLAHE and Postprocessing using Gamma Correction", International Conference on Big Data Analytics in Bioinformatics (DABCon-2024), Narula Institute of Technology, West Bengal, IEEE Xplore. 8. D Chowdhury et al. (2024). "Advanced Image Dehazing Techniques for Enhanced Text Extraction from Vehicle Number Plates for Traffic Monitoring Systems", International Conference on Big Data Analytics in Bioinformatics (DABCon-2024), Narula Institute of Technology, West Bengal, IEEE Xplore. 9. D Chowdhury et al. (2024). "Regulated Delivery of Liquid Medical Oxygen Based on Instantaneous Body Parameters using Proposed Decision Tree Regressor and Data Proliferation using the CTGAN Model with SDV Data Synthesizer", INTERNATIONAL CONFERENCE ON DATA MINING AND INFORMATION SECURITY, EMINENT COLLEGE OF MANAGEMENT AND TECHNOLOGY(ECMT), WEST BENGAL, INDIA, Indexing: Springer and Scopus. 10. D Chowdhury et al. (2024). "A Modified Auto-Encoder Decoder-Based Approach for the Lossy Compression and Decompression of the Hydrocephalus MRI/CT/X-ray Images", INTERNATIONAL CONFERENCE ON DATA MINING AND INFORMATION SECURITY, EMINENT COLLEGE OF MANAGEMENT AND TECHNOLOGY(ECMT), WEST BENGAL, INDIA, Indexing: Springer and Scopus.