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Rafiqul Islam, PhD

Professor, Department of Computer Science and Engineering, DUET, Gazipur

I, Rafiqul Islam, a Computer Engineer, have experience in software development, teaching, research and administrative service to the wide range of stakeholders both in public and private organisations. l have been involved in numerous and broad ranging development in his career while delivered teaching, providing supervision to undergraduate and postgraduate students for conducting research, disseminating computer vision and medical image analytical outcomes in high ranked image processing journals and conferences.

Mobile: 01911350163
Email: [email protected]
Office: 49274034-53 Extn: 3235
Address: Room No.: 7008, New Academic Building, DUET, 1707, Gazipur, Gazipur
Field of interest: Biomedical Imaging; Super Resolution; Compressed Sensing; Reconstruction; Deep Learning; Image Classification
Field of specialization: Image Reconstruction, Compressed Sensing
Degrees Obtained (Starting from Recent Degrees):
# Degree Institute Year Discipline & Field
1 PhD University of New South Wales (UNSW), Australia 2014 Computer Science
2 B.Sc. in Eng. Rajshahi University of Engineering & Technology (RUET), Rajshahi 2006 Computer Science and Engineering
3 HSC Dr. Kazi Mothar Hossain College 2001 Science
4 SSC Habashpur K. Raj. High School 1999 Science
Employment Record (Starting from Present Position):
# Designation Institute Duration
1 Professor Dhaka University of Engineering & Technology, Gazipur 2019-10-31 : Continue
2 Associate Professor Dhaka University of Engineering & Technology, Gazipur 2017-08-28 : 2019-10-30
3 Assistant Professor Dhaka University of Engineering & Technology, Gazipur 2013-12-22 : 2017-08-27
4 Lecturer Dhaka University of Engineering & Technology, Gazipur 2008-03-20 : 2013-08-21
Additional Charges:
# Designation Faculty/ Department/ Institute/ Office Duration
1 Provost QK Hall 2019-04-01 : 2021-06-01
2 Assistant Provost QK Hall 2018-04-08 : 2019-03-31
Consultancy and Sponsored Research Activities:
# Title Organization Role Fund Year
1 Accelerated Reconstruction of Higher Dimensional Magnetic Resonance Imaging Dhaka University of Engineering & Technology, Gazipur Project Director 90000 BDT 2022-2023
2 New Segmentation Method of brain MRI image for abnormalities detection Dhaka University of Engineering & Technology, Gazipur Project Director 150000 BDT 2017-2018
3 Regularized-based Reconstruction Technique of CT Image from Fewer Measurements Dhaka University of Engineering & Technology, Gazipur Project Director 148000 BDT 2015-2016
Publications (Journal):
# Year Title Authors Event
1 2022 Melanoma Skin Cancer and Nevus Mole Classification using Intensity Value Estimation with Convolutional Neural Network NI Ashafuddula, Rafiqul Islam Computer Science
2 2022 A Critical Survey on Developed Reconstruction Algorithms for Computed Tomography Imaging from a Limited Number of Projections Md Shafiqul Islam, Rafiqul Islam International Journal of Image and Graphics
3 2021 Compressed Sensing in Parallel MRI: A Review Rafiqul Islam, Md Shafiqul Islam, Muhammad Shahin Uddin International Journal of Image and Graphics
4 2021 Multiscale wavelet-based regularized reconstruction algorithm for three-dimensional compressed sensing magnetic resonance imaging Md. Shafiqul Islam, R. Islam Signal, Image and Video Processing, 2021
5 2020 Detection and Classification of Brain Tumor based on Multilevel Segmentation with Convolutional Neural Network R. Islam, Shah Imran, Md. Ashikuzzaman, Md. Munim Ali Khan Journal of Biomedical Science and Engineering, 13 (4), 45-53, April 2020
6 2019 Generalized Gaussian model-based reconstruction method of computed tomography image from fewer projections Md. Shafiqul Islam, R. Islam Signal, Image and Video Processing in Springer, 2019, pp: 1-9, 2019
7 2019 Log-Polar transform based feature extraction method for tumor detection and classification of brain MRI Ferdaus Anam Jibon, Md. Shafiqul Islam, R. Islam DUET Journal
8 2017 Restoration approach of 3D ultrasound images using complex wavelet-based Laplacian-TV mixture prio M. S.Uddin, R. Islam, M. Tahtali, A. J. Lambert, M. R. Pickering, M. Marchese, Iain Stuart Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, v-1163,pp:1-11, 2017
9 2014 Improved Regularization Constraints for Compressed Sensing of Multi-slice MR R. Islam, A. J. Lambert, M. R. Pickering, J. Scarvell and P. Smith Journal of Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, Jun. 2014. doi: 10.1080/21681163.2014.925304
10 2012 A wavelet-based SR method for multi-slice MRI R. Islam, A. J. Lambert, M. R. Pickering, J. Scarvell and P. Smith Journal of Biomedical Science and Engineering, Volume - 5, PP. 862 - 870, Dec. 2012. doi: 10.4236/jbise.2012.512A109.
Publications (Conference):
# Year Title Authors Event
1 2021 Convolutional Neural Network-based Enhancement Method of 3D MRI Rafiqul Islam, Md Shafiqul Islam 2021 2nd International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST)
2 2020 Reconstruction of Compressed Sensing MRI: An Experimental Review among Priors-and Deep Learning-based Algorithms Rafiqul Islam 2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI)
3 2020 GPU based Real Time Reconstruction of Compressed Sampling MRI Rafiqul Islam, Md Shafiqul Islam, Md Shohidul Islam 2020 16th IEEE International Colloquium on Signal Processing & Its Applications (CSPA)
4 2015 A new combined prior based reconstruction method for compressed sensing in 3D ultrasound imaging Muhammad S. Uddin, Rafiqul Islam, Murat Tahtali, Andrew J. Lambert, Mark R. Pickering Proc. SPIE 9419, Medical Imaging 2015: Ultrasonic Imaging and Tomography, 94191B
5 2012 Wavelet-based reconstruction for rapid MRI Rafiqul Islam, Andrew J Lambert, Mark R Pickering 2012 International Conference on Digital Image Computing Techniques and Applications (DICTA)
6 2012 Super resolution of 3d MRI images using a bivariate Laplacian mixture model constraint Rafiqul Islam, Andrew J Lambert, Mark R Pickering 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI)
7 2012 Super resolution of 3d MRI images using a Gaussian scale mixture model constraint Rafiqul Islam, Andrew J Lambert, Mark R Pickering 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
8 2009 An empirical distributed matrix multiplication algorithm to reduce time complexity Nazrul Islam, Md Shohidul Islam, MA Kashem, MR Islam, MS Islam Proceedings of the International MultiConference of Engineers and Computer Scientists
9 2009 Face recognition using genetic algorithm and back propagation neural network Sarawat Anam, Md Shohidul Islam, MA Kashem, MN Islam, MR Islam, MS Islam Proceedings of the International MultiConference of Engineers and Computer Scientists
Fellowship / Membership of Scientific and Professional Societies:
# Type Organization Membership Code
1 Member IEEE 92188061
2 Member IEB A09694
Guided Ph. D./ M.Sc. / M.Engg. Students:
# Programme Awarded Students Running Students
1 B.Sc. 40 0
2 M.Sc. 0 3
Student Details:
N. I. Md. Ashafuddula
Rubayet Hussain
Tahera Khatun Sima
3 M. Eng. 0 1
Student Details:
Ms. Fatema Tuz Zohora
4 PhD 1 0
Student Details:
Md. Shafiqul Islam
List of Conferences, Short-term Course etc. Organized or Participated):
# Event Organizer Role Year
1 2021 International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI) Department of Mechatronics Engineering, RUET, Rajshahi Session Chair 2021
2 2021 International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI) Department of Mechatronics Engineering, RUET, Rajshahi TPC Member 2021
3 2021 International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI) Department of Mechatronics Engineering, RUET, Rajshahi Reviewer 2021
4 International Conference on Big Data, IoT and Machine Learning (BIM 2021) Department of CSE, CUET Reviewer 2021
Course Conducted:
# Programme Course No Course Title Year
1 B.Sc. CSE-1823 Digital Logic & System Design 1
2 B.Sc. CSE-1824 Digital Logic & System Design Sessional 1
3 B.Sc. CSE-3211 Theory of Computation 3
4 B.Sc. CSE-4629 Pattern Recognition 4
5 B.Sc. CSE-4630 Pattern Recognition Sessional 4
6 M.Sc. CSE-6107 Digital Signal Processing 2018-2021
7 M.Sc. CSE-6108 Medical Image Processing 2018-2021
8 M.Sc. CSE-6102 Advanced Image Processing 2018-2020
9 B.Sc. CSE-3311 Database Systems 2
10 B.Sc. CSE-3312 Database Systems Sessional 2