Research
My research areas and interests are vast and diverse, including but not limited to:
Machine Learning, Deep Learning, Computer Vision, Natural Language Processing
For more insights into my work and biography, please visit Google Scholar
Journal Paper:
ECARRNet: an efficient LSTM-based ensembled deep neural network architecture for railway fault detection, S. I. Eunus, S. Hossain, A. E. M. Ridwan, A. Adnan, M. S. Islam, D. Z. Karim, G. R. Alam, J. Uddin, AI (Journal), pp. 482–503.
Conference Paper:
Automated detection of Malignant Lesions in the ovary using deep learning models and XAI, Ifty, M. H. S., Nirjan, N., Islam, L., Diganta, M., Ornate, R. A., Tasnim, A., Islam, M. S. in Proc. 2025 IEEE 4th International Conference on AI in Cybersecurity (ICAIC), USA, 2025, pp. 1–8.
Intracranial Brain Hemorrhage Diagnosis and Classification: A Hybrid Approach, , M. I. H. Emon, K. N. Iqbal, I. Azad, A. A. Aporna, N. S. Amlan, and M. S. Islam, 2023 IEEE 6th International Conference on Information and Computer Technologies (ICICT), USA, pp. 95–99.
Deepgrip: cricket bowling delivery detection with superior cnn architectures, Rafeed Rahman, Mehfuz A Rahman, Md Saiful Islam, Mahady Hasan
Approaching Deep Convolutional Neural Network for Biometric Recognition Based on Fingerprint Database, Md Saiful Islam, Tanhim Islam, Mahady Hasan
Pneumonia detection by analyzing xray images using mobilenet, resnet architecture and long short term memory, Shahriar Hossain, Rafeed Rahman, Md Sabbir Ahmed, Md Saiful Islam
Smart Security, Food and Environment Monitoring System for Cows using Microcontroller, Aritro Roy Arko, Saadat Hasan Khan, Md Saiful Islam
Thumb Controlled Low-Cost Prosthetic Robotic Arm, Amit Hasan Khan, Fairoz Nower Khan, Lamiah Israt, Md Saiful Islam
Smart health care monitoring system by seven segment image processing technique, Maliha Rahman, MD Rayhan Al Islam, MD Rezyuan, MD Saiful Islam
Detecting sex from handwritten examples, Sourajit Saha, Md Asif Bin Khaled, Md Saiful Islam, Nisha Saha Puja, Mahady Hasan
Faster image compression technique based on LZW algorithm using GPU parallel processing, Md Ashraful Alam, Fakhrul Ahsan, Mahfuze Subhani, FM Fahmid Hossain, Md Saiful Islam, Kamrun Nahar Ruma
Human identification using wifi signal, Md Nafiul Alam Nipu, Souvik Talukder, Md Saiful Islam, Amitabha Chakrabarty
Low latency image processing of transportation system using parallel processing co-incident multithreading (PPcM), Sanjana Khan Shammi, Samia Sultana, Md Saiful Islam, Amitabha Chakrabarty
Implementation of an optical character reader (ocr) for bengali language, Muhammed Tawfiq Chowdhury, Md Saiful Islam, Baijed Hossain Bipul, Md Khalilur Rhaman
Book Chapter:
An efficient traffic sign recognition approach using a novel deep neural network selection architecture, Sourajit Saha, Md Saiful Islam, Md Asif Bin Khaled, Suraiya Tairin
Bangla handwritten character recognition with multilayer convolutional neural network, BM Abir, Somania Nur Mahal, Md Saiful Islam, Amitabha Chakrabarty