Aminur Hossain

I'm a PhD student at IIT Bombay, advised by Prof. Biplab Banerjee . My research focuses on Deep Learning, Computer Vision for Remote Sensing, Generative AI, and Multi-Modal Models for Remote Sensing applications.

I am passionate about leveraging advanced machine learning models to solve complex problems in remote sensing and related fields. I also enjoy sharing knowledge through teaching and writing about data science and mathematics.

I completed my MSc in Mathematics from IIT Kharagpur and my BSc (Hons) in Mathematics from Barasat Government College, affiliated with West Bengal State University, West Bengal, India.

Currently, I am working as a Scientist-SD at the Space Applications Centre, ISRO, Ahmedabad, India.

Email  /  CV  /  Google Scholar  /  GitHub

Research

My research interests include:

• Deep Learning for Remote Sensing
• Computer Vision
• Generative AI
• Multi-Modal Models

Publications

• A Weighted ℓ1 Regularization Method for Stripe Noise Removal in Remote Sensing Images
  2025 IEEE 7th International Conference on Computing, Communication and Applications (ICCCA)
• Real-Time Infrared Object Detection and Multi-Object Tracking for Surveillance Applications
  2nd International Conference on Information Technology, Electronics and Communications (ICITEC) 2025
• Band Reconstruction for High Resolution Satellite Images using Deep Learning
  Proceedings of the 43rd INCA International Conference, Jodhpur, 2024
• Reconstruction of Missing Multiband Images for High Resolution Multispectral Sensors Using Wasserstein GAN
  2023 IEEE India Geoscience and Remote Sensing Symposium (InGARSS)

Contact

Email: md.aminurhossain@gmail.com

LinkedIn: linkedin.com/in/aminurhossain

GitHub: github.com/aminurhossain