Research Interest

Interested in Computer Vision and Applied Machine Learning for healthcare, agriculture and human–computer interaction.

  • Deep learning: CNNs, Transformers
  • Pose estimation and skeleton-based action recognition
  • Medical image analysis and plant disease detection
  • Data science and analytics for real-world applications

Publications

2025

Leveraging SWIN Transformer for Robust Cotton Leaf Disease Classification

Publication Status: Under Review

Author(s): Sumaiya Khanam, Mohammed Mohiuddin, Deponker Sarker Depto, M.R.C. Mahdy

Integrating Skeleton Based Representations for Robust Yoga Pose Classification Using Deep Learning Models

Publication Status: Accepted at Scientific Reports (Q1, SCIE, JIF: 3.9, 5-Year IF: 4.3)

Author(s): Mohammed Mohiuddin, Syed Mohammod Minhaz Hossain, Sumaiya Khanam, Prionkar Barua, Aparup Barua, MD Tamim Hossain

Perfection is not attainable, but if we chase perfection we can catch excellence. - Vince Lombardi

Copyright © All rights reserved | This template is made with by Colorlib