Research Interests
Machine Learning | Deep Learning | Computer Vision | Biometric | NLP

List of peer-reviewed publications
1. Islam, M.S., Hasan, M.M., Abdullah, S.: “A Deep Spatio-Temporal Network for Vision-Based Sexual Harassment Detection“. 2021 IEEE International Conference on Emerging Technology in Computing, Communication and Electronics.
2. Islam, M.S., Elwarfalli, I.: “Deep Learning-Powered ECG Biometric Authentication,” IEEE International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM 2023), DUET, Dhaka, Bangladesh, 2023.
3. Islam, M.S., Joha, A.J.M., Hossain, M.N., Elwarfalli, I., Abdullah, S., Hasan, M.M.: “Word Level Bangla Sign Language Dataset for Continuous BSL Recognition,” IEEE International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM 2023), DUET, Dhaka, Bangladesh, 2023.(Under-Review)
4. Hasan, M.M., Islam, M.S., Abdullah, S.: “Robust Pose-Based Human Fall Detection Using Recurrent Neural Network,” IEEE International Conference on Robotics, Automation, Artificial-Intelligence and Internet-of-Things, Dhaka, Bangladesh, 2019.
5. Arafat, N.H.M., Ileas, Sumaiya, Mujazid, Islam, M.S., Fatema, : “BloSecR: A Conceptual Framework of Identity Documents’ Security on Blockchain in Refugee Issues and Conserving Fundamental Rights“. 2022 The International Conference for Intelligent Technologies, Karnataka, India.

PROJECTS
[ 09/01/2022 – Current ] A Real-time Bangla Sign Language Translation System Developing a pose-based Bangla sign language transformer for the deaf won a short-version prize in AI for Bangla Competition 2.0.
[ 06/02/2019 – 04/12/2019 ] Real-time Detection and Recognition of Bangladeshi License Plate Built a real-time automatic license plate recognition (ALPR) system for Bangladeshi vehicles.
 
 
Awards:
1. As team leader, we secured the position in the winner list in the national-level AI For Bangla 2.0 competition in 2023, which was directed by the Bangladesh Government, leading a team in developing an innovative AI solution for the Bangla sign language.
The competition involved more than a hundred teams.
2. Islamic Development Bank(IsDB) Masters Scholarship: Received the highly competitive IsDB Scholarship in 2020, awarded to outstanding students pursuing graduate studies in Master of Science.

 

Website: https://shamim-38.github.io