Dr. Mohammed Imamul Hassan Bhuiyan

Dr. Mohammed Imamul Hassan Bhuiyan

Professor
Contact Information
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Major Area

Communication and Signal Processing (CSP)

Research Interests
  • Statistical modeling of signal-images and video
  • Multi-resolution transform-based algorithms for image and video processing-SAR image processing
  • Biomedical signal and image processing and biomedical imaging
  • Brain computer interface-Biometrics
  • Machine learning and deep neural networks
  • Signal processing in genomics-telecommunication-control and power systems
  • Sensor applications in photonics
Dr. Mohammed Imamul Hassan Bhuiyan
Section-A: BAETE Instructed Information
Education Qualification
  • Ph.D., Electrical and Computer Engineering (ECE), Concordia University, Montreal, Canada, 2007
  • M.Sc. Engg. (EEE), Dept. of Electrical and Electronic Engineering (EEE), Bangladesh University of Engineering and Technology (BUET), Dhaka, Bangladesh, 2001
  • B.Sc. Engg. (EEE), Dept. of EEE, BUET, Dhaka, Bangladesh, 1998
Academic experience
  • Professor, Dept. of EEE, BUET, 03/2013 to Present
  • Associate Professor, Dept. of EEE, BUET, 03/2010 to 03/2013
  • Assistant Professor, Department of EEE, BUET, 07/2001 to 03/2010
  • Lecturer, Dept. of EEE, BUET, 12/1998 to 07/2001
Non-academic experience
  • Research Assistant (full time), Dept. of ECE , Concordia University , Montreal, Canada, 09/2002 to 12/2007
  • Coordinator of the BRTC, EEE, BUET from 06/2014 to 12/2016
Fellowship/membership of academic bodies and professional organizations
  • Senior Member, IEEE
  • Fellow, IEB
  • Member, IEEE Communication Society
Honors and awards
  • Best Paper Award, IEEE BECITHCON, Dhaka, Bangladesh, 2019.
  • Highly Commended Entrant in The Undergraduate Awards-Computer Science Category (The Undergraduate Awards)
  • First Prize, IEEE Lance Stafford Larson Student Scholarship for Best Student Paper from IEEE Computer Society, 2016
  • Best Paper Award (1st Position), International Conference on Electrical, Electronics, Information and Communication Technology (ICEEICT), Dhaka, Bangladesh, 2015.
  • Best Paper Award (2nd Position), International Conference on Electrical, Information and Communication Technology (EICT), Khulna, Bangladesh, 2013.
  • Best Presentation Award, IEEE International Conference on Information, Communication and Electronics (ICIEV) 2013, Dhaka, Bangladesh
  • Supervised undergraduate (UG) project, 2nd position in Computer Group, EUProW-2011, Dhaka, Bangladesh
  • Best Research Project Award, Ministry of PEMR, Govt. of Bangladesh, National Electricity Week-2010
  • Supervised UG project receiving 2nd position in the Communication Group, EUProW-2009, Dhaka, Bangladesh
  • Best Paper Award, Research Institute of Signal Processing, Japan (2003)
  • Power Corporation of Canada Graduate Fellowship (2005-2006)
  • Concordia University Graduate Fellowship (2002-2005)
List of significant publications and presentations in the five most recent years

Journal

  • Md. Moshiur Rahman, F. A. Mou, M.I.H. Bhuiyan, and M. R. Islam, “Design and Characterization of a Circular Sectored Core Cladding Structured Photonic Crystal Fiber with Ultra-low EML and Flattened Dispersion in the THz Regime”, Optical Fiber Technology, Elsevier, 2020.
  • Samiul Based Shuvo, Shams Nafisa Ali, Soham Irtiza Swapnil, Taufiq Hasan and M.I.H. Bhuiyan, “A Lightweight CNN Model for Detecting Respiratory Diseases from Lung Auscultation Sounds using EMD-CWT-based Hybrid Scalogram,” IEEE Journal of Biomedical and Health Informatics, Dec. 2020.
  • S. M. Kabir, M. I. H. Bhuiyan, Md Sayed Tanveer and ASM Shihavuddin, “RiIG Modeled WCP Image-Based CNN Architecture and Feature-Based Approach in Breast Tumor Classification from B-Mode Ultrasound”, Applied Sciences, 11, 12138, MDPI, 2021.
  • Suhail Najeeb and M.I.H. Bhuiyan, “Spatial feature fusion in 3D Convolutional encoders for lung tumor segmentation from 3D CT images,” vol.78, pp.1-14, Biomedical Signal Processing and Control, Elsevier, 2022.
  • S. M. Kabir and M. I. H. Bhuiyan, “Correlated-Weighted Statistically Modeled Contourlet and Curvelet Coefficient Image-Based Breast Tumor Classification Using Deep Learning”, Diagnostics, MDPI, 2022.
  • B. Halder, T. Anjum and M.I.H. Bhuiyan, “An attention-based multi-resolution deep learning model for automatic A-phase detection of cyclic alternating pattern in sleep using single-channel EEG,” vol.83, pp.1-9, Biomedical Signal Processing and Control, Elsevier, 2023.
  • Nusrat Binta Nizam, Sadi Mohammad Siddique, Mahbuba Shirin, M.I.H. Bhuiyan and Taufiq Hasan, “COVID-19 Severity Prediction from Chest X-ray Images using an Anatomy-Aware Deep Learning Model,” Journal of Digital Imaging, pp. 2100-2112, DOI: 10.1007/s10278-023-00861-6, Springer, 2023.

Conference

  • A. I. Humayun, A. S. Sushmit, T. Hasan, and M.I.H. Bhuiyan, “End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNets,” Proc. of the IEEE EMBS BHI, USA, 2019.
  • A. S. Sushmit, Shakib Uz Zaman, A. I. Humayun, T. Hasan, and M.I.H. Bhuiyan, “X-Ray Image Compression Using Convolutional Recurrent Neural Networks,” Proc. of the IEEE EMBS BHI, USA, 2019
  • Irtiza Hasan, Auditi Das and M.I.H. Bhuiyan “Electrohysterography based Preterm Birth Classification in the CEEMDAN Domain,” Proc. of the IEEE TENSYMP, India, 2019
  • Md. Moshiur Rahman, F. A. Mou and M.I.H. Bhuiyan, “Single Mode Porous Core Photonic Crystal Fiber for THz Wave Propagation with Extremely Low Losses,” Proc. of the IEEE R10HTC, Indonesia, 2019
  • Md. Mosheyur Rahman and M.I.H. Bhuiyan, “Sleep stage classification using EOG signals with reduced class imbalance effect,” Proc. of the IEEE BECITHCON, Dhaka, Bangladesh, 2019 (Received the Best paper Award)
  • Md. Jubaer Hossain, M.I.H. Bhuiyan and Z. R. Abdullah., “CPG island detection using transformer model with conditional random field,” Proc. of 4th IEEE Bombay Section Signature Conference, Mumbai, India, 2022
  • A. A. Chowdhury, Md. R. Hoque Khan, M.I.H. Bhuiyan, Md. R. Islam, Mirza Muntasir Nishat, “Highly Sensitive PCF-SPR Biosensor for Glioblastoma Brain Cancer Detection,” Proc. of the IEEE Photonics Conference, pp.1-2, 2023.
  • Himadri Panthadas and M.I.H. Bhuiyan, “HFD-CCA for SSVEP Classification in Mobile Environment,” accepted in the IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT), India, 2024.
List of Professional Consultancy and Sponsored Research activities in the five most recent years

Consultancy

  • Team Member, Vetting of the Design and Top Supervision of the Electrical System for the 13 buffer Godowns for Bangladesh Chemical Industries Corporation (BCIC), 2020-2022
  • Team Leader (EEE), Consultation on Detail Design and BoQ for Construction of a New Building to Accommodate Recovery Equipment of Standard Platform for Bangladesh Telecommunications Company Ltd. (BTCL), 2023
  • Team Member, Determining the Adequacy of Fire Prevention Measures of the Mill Building of Kader Compact Spinning Limited (KCSL), BSCIC Industrial Estate, Konabari, Gazipur, Bangladesh, 2019
  • Team Leader (EEE), Expert services for ascertaining the exact cause of fire in the factory of M/s. VIP Industries Bangladesh Pvt. Ltd., Mongla EPZ, Mongla, Bagerhat, 2023
  • Team Leader (EEE), Ascertaining the exact cause of fire and extent of damages sustained to the Machinery owned by M/S. Needs Services Ltd., Fordnagar, Dharlla Bazar, Singair, Manikganj, Bangladesh, 2023
  • Team Leader (EEE), Ascertaining the proximate cause of loss and extent of damages sustained to the Building and Machinery of Nasir Glassware and Tube Industries Limited, Mirzapur, Tangail, Bangladesh, 2022
  • Team Member, Feasibility Study for Establishing 5G Network for Teletalk, 2024

Sponsored Research Projects

  • Co-Investigator of the Project RadAssist: A Deep Learning-Based Radiology Assistant for Teleradiology Systems, 2021-22
  • Principal Investigator, BUET Basic Research Grant, 2022-2024  
Section-B Additional Information
Short Biography

Dr. Mohammed Imamul Hassan Bhuiyan is a Professor in the Department of Electrical and Electronic Engineering of Bangladesh University of Engineering and Technology (BUET). He obtained his B.Sc. and M.Sc. degree from BUET in 1998 and 2001, respectively, and later Ph.D. from Concordia University, Montreal, Canada in 2007. He has more than 100 publications in peer reviewed journals and international conference proceedings. His major research interests are biomedical signal and image processing, statistical modeling of signal, image and video, machine learning, deep neural networks, photonic crystal fiber, brain-computer interface, biometrics, applications of signal processing in genomics, telecommunications and power systems etc. He has got several awards including Best Paper Award from Japan Signal Processing Society and IEEE Lance Stafford Larson Student Scholarship for Best Student Paper from IEEE Computer Society. He is a Senior Member of IEEE and a Fellow of IEB. His professional expertise includes design of electrical systems, fire detection and alarm system, CCTV and access control systems for buildings, data centers etc.; electrical safety; fire investigations; feasibility of telecommunication networks, testing of electrical and electronic equipment; among others.

Web Links:
Major Courses Offered:

Undergraduate

  • EEE 417 (previously EEE 331) – Random Signals and Processes
  • EEE 377 (for BME) – Random Signals and Processes
  • EEE 211-Continuous Signals and Linear Systems
  • EEE 431-Digital Signal Processing II
  • EEE 425-Biomedical Signals, Instrumentation and Measurement
  • BME 443-Magnetic Resonance Imaging
  • EEE 105 – Electrical Circuits II

Postgraduate

  • EEE 6212 – Genomic Signal Processing
  • EEE 6203– Advanced Digital Signal Processing
  • EEE 6214 (previously EEE 6202)-Information and Coding Theory
  • EEE 6210- Digital Video Processing
  • EEE 431-Digital Signal Processing II
Other Information
  • Controller of Examinations, BUET: October 2020-to date
  • Professor and Head, Department of Biomedical Engineering (BME), BUET, July 2018 toJuly 2020
  • Provost, Sher-E-Bangla Hall, BUET from October 2017 to January 2018
  • Education Chair (2012-2013), Confeernce Coordinator (2019) and Award Coordinator (2024) of IEEE BD Section
  • Vice-Chair, IEEE ComSoc BD Chapter 2023-24
  • Technical Chair, ICECE 2020, and IEEE ICTP 2023
  • Reviewer of many International Peer reviewed journals of IEEE, Elsevier, Springer, Birkhauser, etc. and many international IEEE/IEEE co-sponsored conferences
  • Taught as part-time faculty in various reputed private universities about Radar Engineering, Digital Signal Processing, Power System Reliability, Microwave Engineering, Mobile Cellular Communication, Multimedia Communication, Telecommunication Engineering etc.
  • Part-time Course Assistant, Dept. of ECE, Concordia University, Montreal, Canada, 2005-2007
  • Supervised about 50 undergraduate Projects/Theses, nine Master’s Thesis and one PhD
  • 118 research publications (journals and conference papers) to date
  • Served as an internal member in the Thesis Defense Examination of around 40 M. Sc./M. Engineering students and seven Ph. D. students
  • Keynote Speaker at the International Conference on Big Data for Health, 11-12 February, 2019, Dhaka, Bangladesh organized by Access to Information (a2i) Programme and Ministry of Health & Family Welfare & Vital Strategies, Govt. Of Bangladesh and Bloomberg Philanthropy.
  • Panel Speaker at the National Workshop on Data: Precious Resource of 21st Century, organized by a2I, Govt. Of Bangladesh, and eGL, National University of Singapore on 25 February 2019 at Dhaka, Bangladesh.
  • Invited Speaker in IEEE Women in Engineering Conference 2022.
  • Invited Speaker in the International Symposium on Digital Transformation, February 1-2, 2024 University of Engineering and Management, Kolkata, India.
  • Presented papers and chaired technical sessions in various international conferences, IEEE or IEEE technically co-sponsored
  • Member, Board of the Directors, Energy and Power Research Council, Ministry of Energy, Power and Mineral resources, Government of Bangladesh
  • Served as expert member in various technical committees of different Govt. of Bangladesh organizations
  • Resource person in various training courses on fire safety, motor control and protection for engineers in industry
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