Sudipta Progga Islam
Lecturer, BUFT
About
Sudipta Progga Islam is currently working as a lecturer in the Department of Computer Science & Engineering at BGMEA University of Fashion & Technology (BUFT) in Dhaka, Bangladesh. As a researcher, she has broad interests in Computer Vision, Medical Imaging, Large Language Models, and Vision Language Models. She has developed advanced frameworks for medical image segmentation and classification and has worked with state-of-the-art models to push the boundaries of AI applications.
Linkedin | Website | Google Scholar
Teaching/Research Specialization
- Computer Vision
- Medical Imaging
- Natural Language Processing
- Large Language Models
- Vision Language Models
- Unsupervised Learning
Publications
[1]. Advancing Ophthalmology through Transfer Learning and Channel-wise Attention for Retinal Disease Classification | Sudipta Progga Islam; Ashraf UI Alam | DOI: 10.1109/ICEEICT62016.2024.10534342 | Publisher: IEEE
[2]. Optic Disc and Cup Segmentation via Enhanced U - Net with Residual and Attention Mechanisms | Ashraf UI Alam; Sudipta Progga Islam; S. M. Mahedy Hasan; Azmain Yakin Srizon; Md. Farukuzzaman Faruk; Md. Al Mamun; Md. Rakib Hossain | DOI: 10.1109/ICEEICT62016.2024.10534436 | Publisher: IEEE
[3]. BanglaOngko: A New Dataset for Accurate Bengali Mathematical Expression Detection Utilizing YOLOv8 Architecture | Soumit Das; Ashraf UI Alam; Sudipta Progga Islam; Azmain Yakin Srizon | Publisher: Taylor & Francis
[4]. A Deep CNN-Based Approach for Revolutionizing Bengali Handwritten Numeral Recognition | Sudipta Progga Islam; Farjana Parvin | DOI: 10.1007/978-981-99-8937-9_14 | Publisher: Springer