Dr. Md Alamgir Hossain
Professor
Quick Info
About
Dr. Md. Alamgir Hossain is Professor of the Department of Information and Communication Technology at Islamic University, Kushtia, Bangladesh, with over 18 years in academia and research. Specializing in image processing, computer vision, and machine learning, he develops efficient algorithms for real-time surveillance, video stabilization, and medical imaging, authoring 12+ publications in journals like IEEE Access and Multimedia Tools and Applications, plus a U.S. patent application for object detection. His Ph.D. from Kyung Hee University (2021) and top-ranked M.Sc./B.Sc. from Islamic University underpin innovative projects, including deep learning for thoracic organ segmentation and ViT-SRGAN-enhanced surveillance systems. Fluent in Bengali, English, and Korean, he mentors ACM-ICPC teams, leads the EDGE digital skills program, and envisions inclusive AI for global challenges.
Research Areas
Image Processing and Computer Vision
Focus on real-time object detection, background subtraction, video stabilization, motion saliency detection, and enhanced surveillance systems (e.g., ViT-SRGAN-based approaches).
Machine Learning and Deep Learning
Development of algorithms for feature extraction, action recognition using CNNs, fuzzy decision-based task offloading in MEC networks, and applications in rice disease detection.
Medical Imaging and Healthcare Applications
Segmentation of thoracic organs at risk using CT images, 3D medical image synthesis with advanced diffusion models for improved visualization and analysis.
Edge Computing and Network Security
Efficient load management, dynamic task offloading in vehicular edge networks, and intelligent cloud systems.
Algorithm Design and Representations
Emphasis on dynamic weight-based feature combinations, trade-offs in accuracy vs. complexity, and patent-pending methods for real-time video analysis.
Professional Activities
Professor, Department of Information and Communication Technology, Islamic University, Kushtia-7003, Bangladesh
January 19, 2024 – present
Associate Professor, Department of Information and Communication Technology, Islamic University, Kushtia-7003, Bangladesh
January 19, 2019 – January 18, 2024
Ph.D. Researcher, Intelligent Cloud and Network Security Lab, Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, Republic of Korea
March 1, 2017 – August 31, 2021
Lecturer and Assistant Professor, Department of Information and Communication Engineering, Islamic University, Kushtia-7003, Bangladesh
April 18, 2010 – January 18, 2019
Lecturer, Department of Computer Science and Engineering, Institute of Science Trade and Technology (ISTT), Dhaka, Bangladesh
October 23, 2007 – April 17, 2010
Researcher, Computer Vision and Intelligence Interfacing Lab (CVIIL), Department of Information and Communication Engineering, Islamic University, Kushtia-7003, Bangladesh
July 1, 2012 – February 28, 2017
Coach, ACM-International Collegiate Programming Contest (ACM-ICPC) Asia Regional Dhaka, Department of Information and Communication Engineering, Islamic University, Kushtia-7003, Bangladesh
September 21, 2014 – February 28, 2017