Hamidur Rahman, Doctoral student

Hamidur Rahman is a doctoral (PhD) student since November, 2015 in Intelligent Systems group of Innovation, Design and Engineering (IDT) in Mälardalens University. He finished his Licentiate degree in June 2018. The title of his Licentiate Thesis was An Intelligent Non-Contact based Approach for Monitoring Driver’s Cognitive Load.

Hamidur's research interest includes Big data, Machine Learning, Deep Learning, Signal Processing, Image Processing and Computer Vision. He has been working to develop non-contact based system based on camera images/videos using machine learning technology for real life applications such as driver monitoring and personal health care. 

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Latest publications:

Machine Learning for Cognitive Load Classification – a Case Study on Contact-free Approach (Aug 2020)
Mobyen Uddin Ahmed, Shahina Begum, Rikard Gestlöf , Hamidur Rahman, Johannes Sörman
16th International Conference on Artificial Intelligence Applications and Innovations (AIAI 2020)

A Vision based Indoor Navigation System for Individual with Visual Impairment (May 2020)
Mobyen Uddin Ahmed, Mohammed Ghaith Altarabichi, Shahina Begum, Fredrik Ginsberg , Robert Glaes , Magnus Östgren , Hamidur Rahman, Magnus Sörensen
International Journal of Artificial Intelligence (IJAI)

Non-contact-based Driver's Cognitive Load Classification using Physiological and Vehicular Parameters (Nov 2019)
Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum
Biomedical Signal Processing and Control (BSPC)

Non-contact Physiological Parameters Extraction using Facial Video considering Illumination, Motion, Movement and Vibration (May 2019)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
IEEE Transactions on Biomedical Engineering (TBME)

Quality Index Analysis on Camera-based R-peak Identification Considering Movements and Light Illumination (Jun 2018)
Mobyen Uddin Ahmed, Hamidur Rahman, Shahina Begum
15th International Conference on Wearable, Micro & Nano technologies for Personalized Health (pHealth2018)

Vision-Based Remote Heart Rate Variability Monitoring using Camera (Oct 2017)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
4th EAI International Conference on IoT Technologies for HealthCare (HealthyIoT'17)