Profile

Dr. Md. Abu Layek

Professor

Department of Computer Science & Engineering

Jagannath University

01841465733

layek@cse.jnu.ac.bd

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About Me:
Md. Abu Layek, PhD, SMIEEE received the B.Sc. (1st class 1st) and M.Sc. (1st class 1st) degrees from the Department of ICT, Islamic University, Kushtia, Bangladesh, in 2004 and 2006, respectively. He completed his Ph.D. in Computer Science and Engineering degree from Kyung Hee University, Republic of Korea in 2019. He was the recipient of the Brain Korea 2021 and the President Scholarships. He was awarded the Woojung Education Scholarship for his outstanding performance in the PhD studies. Currently, Dr. Layek is working an an Associate Professor with the Department of Computer Science and Engineering, Jagannath University, Dhaka, Bangladesh. His research interests include cloud computing, the Internet of Things, machine learning, screen content coding, and image quality assessment.
Academic Qualifications:
2019 PhD, Computer Engineering , Result: Awarded
Kyung Hee University, South Korea
2004 M.Sc., Information and Communication Technology , Result: First Class (First)
Islamic University
2003 B.Sc. (Honours), Information and Communication Technology , Result: First Class (First)
Islamic University
1999 HSC, Science , Result: First Division*
Jessore
1997 SSC, Science , Result: First Division*
Jessore
Publications/Conference:
2024 Md. Alamin Talukder, Md. Abu Layek, Mohsin Kazi, Md. Ashraf Uddin, Sunil Aryal, “Empowering COVID-19 detection: Optimizing performance through fine-tuned EfficientNet deep learning architecture”, Computers in Biology and Medicine , Elsevier BV, Issue- , Volumen-168, Page No-107789, January, 2024 Click here for details
2023 Rafiqul Islam, Md. Abu Layek, “StackEnsembleMind: Enhancing well-being through accurate identification of human mental states using stack-based ensemble machine learning”, Informatics in Medicine Unlocked , Elsevier BV, Issue- , Volumen-43, Page No-101405, , 2023 Click here for details
2023 Tania Alam Suchi, Md. Anayt Rabbi, Md. Abu Layek, “Effective Feature Selection and Soft Voting Classifier based Diabetes Detection Using Machine Learning Approaches”, 2023 International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM) , IEEE, Issue- , Volumen-, Page No-, June, 2023 Click here for details
2023 Tarique Mohammed Nasrullah, Md. Manowarul Islam, Md. Ashraf Uddin, Md. Anisuzzaman Khan, Md. Abu Layek, Andrew Stranieri, Eui-Nam Huh, “Device Agent Assisted Blockchain Leveraged Framework for Internet of Things”, IEEE Access , Institute of Electrical and Electronics Engineers (IEEE), Issue- , Volumen-11, Page No-1254-1268, , 2023 Click here for details
2022 Asad Saleem, Yan Xu, Rehan Ali Khan, Iftikhar Rasheed, Zain Ul Abidin Jaffri, Md Abu Layek, “Statistical Characteristics of 3D MIMO Channel Model for Vehicle-to-Vehicle Communications”, Wireless Communications and Mobile Computing , Hindawi Limited, Issue- , Volumen-2022, Page No-1-14, June, 2022 Click here for details
2022 Md. Delowar Hossain, Tangina Sultana, Md. Alamgir Hossain, Md. Abu Layek, Md. Imtiaz Hossain, Phoo Pyae Sone, Ga-Won Lee, Eui-Nam Huh, “Dynamic Task Offloading for Cloud-Assisted Vehicular Edge Computing Networks: A Non-Cooperative Game Theoretic Approach”, Sensors , MDPI AG, Issue- 10, Volumen-22, Page No-3678, May, 2022 Click here for details
2021 Nusrat Jahan, Arifatun Nesa, Md. Abu Layek, “Parkinson's Disease Detection Using CNN Architectures withTransfer Learning”, 2021 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES) , IEEE, Issue- , Volumen-, Page No-, September, 2021 Click here for details
2020 Md. Delowar Hossain, Md. Abu Layek, Tangina Sultana, Md. Alamgir Hossain, Md. Imtiaz Hossain, Waqas ur Rahman, Yun Hwan Kim, Eui-Nam Huh, “Orchestration-Based Task Offloading for Mobile Edge Computing in Small-Cell Networks”, Proceedings of International Joint Conference on Computational Intelligence , Springer Singapore, Issue- , Volumen-, Page No-629-641, , 2020 Click here for details
2019 Md. Abu Layek, Ngo Thien Thu, SoYeon Yu, TaeChoong Chung, Eui-Nam Huh, “Center-Emphasized Gradient-Feature Based Quality Assessment Method for Screen Content Images”, 2019 Eleventh International Conference on Ubiquitous and Future Networks (ICUFN) , IEEE, Issue- , Volumen-, Page No-, July, 2019 Click here for details
2019 Ngo Thien Thu, Md Abu Layek, Eui Nam Huh, “An Effective Vision-based Self-Navigation System for Autonomous Indoor Vehicle”, KIISE Transactions on Computing Practices , Korean Institute of Information Scientists and Engineers, Issue- 7, Volumen-25, Page No-351-356, July, 2019 Click here for details
2019 Md. Layek, A. Uddin, Tuyen Le, TaeChoong Chung, Eui-Nam Huh, “Center-Emphasized Visual Saliency and a Contrast-Based Full Reference Image Quality Index”, Symmetry , MDPI AG, Issue- 3, Volumen-11, Page No-296, February, 2019 Click here for details
2019 SeungYoon Choi, Tuyen Le, Quang Nguyen, Md Layek, SeungGwan Lee, TaeChoong Chung, “Toward Self-Driving Bicycles Using State-of-the-Art Deep Reinforcement Learning Algorithms”, Symmetry , MDPI AG, Issue- 2, Volumen-11, Page No-290, February, 2019 Click here for details
2019 “Remote Distance Measurement from a Single Image by Automatic Detection and Perspective Correction”, KSII Transactions on Internet and Information Systems , Korean Society for Internet Information (KSII), Issue- 8, Volumen-13, Page No-, August, 2019 Click here for details
2017 Quang Thai Ngo, Layek Md. Abu, Xuan Qui Pham, Seungkyu Lee, Eui-Nam Huh, “A remote display QoE improvement scheme for interactive applications in low network bandwidth environment”, Multimedia Tools and Applications , Springer Science and Business Media LLC, Issue- 21, Volumen-76, Page No-22217-22241, April, 2017 Click here for details
2017 Ashis Talukder, Md. Golam Rabiul Alam, Anupam Kumar Bairagi, Sarder Fakhrul Abedin, Md Abu Layek, Hoang T. Nguyen, Choong Seon Hong, “An approach of cost optimized influence maximization in social networks”, 2017 19th Asia-Pacific Network Operations and Management Symposium (APNOMS) , IEEE, Issue- , Volumen-, Page No-, September, 2017 Click here for details
2017 Md Abu Layek, Ngo Quang Thai, Md Alamgir Hossain, Ngo Thien Thu, Le Pham Tuyen, Ashis Talukder, TaeChoong Chung, Eui-Nam Huh, “Performance analysis of H.264, H.265, VP9 and AV1 video encoders”, 2017 19th Asia-Pacific Network Operations and Management Symposium (APNOMS) , IEEE, Issue- , Volumen-, Page No-, September, 2017 Click here for details
2017 Ngo Quang Thai, Md. Abu Layek, Eui-Nam Huh, “A hybrid remote display scheme for interactive applications in band-limited environment”, 2017 Seventh International Conference on Innovative Computing Technology (INTECH) , IEEE, Issue- , Volumen-, Page No-, August, 2017 Click here for details
2016 Md. Abu Layek, TaeChoong Chung, Eui-Nam Huh, “Adaptive Desktop Delivery Scheme for Provisioning Quality of Experience in Cloud Desktop as a Service”, The Computer Journal , Oxford University Press (OUP), Issue- 2, Volumen-59, Page No-260-274, January, 2016 Click here for details
2016 “Efficient Screen Splitting Methods - A Case Study in Block-wise Motion Detection”, KSII Transactions on Internet and Information Systems , Korean Society for Internet Information (KSII), Issue- 10, Volumen-10, Page No-, October, 2016 Click here for details
2011 Md. Arafat Hossain Khan, A. S. M. Zahidur Rahman, Tanvir Muntasir, Uzzal Kumar Acharjee, Md. Abu Layek, “Multiple polynomial regression for modeling a MOSFET in saturation to validate the Early voltage”, 2011 IEEE Symposium on Industrial Electronics and Applications , IEEE, Issue- , Volumen-, Page No-, September, 2011 Click here for details
2010 Bikash C. Singh, M. Mahbubur Rahman, K. Godder Tapan, L. Abu, Md. R. Bashar, “Channel based Simulation and analysis of IEEE802.16 (WiMAX) — 2004/WMAN-OFDM physical layer for BWA to support Telemedicine”, IEEE/ICME International Conference on Complex Medical Engineering , IEEE, Issue- , Volumen-, Page No-, July, 2010 Click here for details
2020 Eui Nam Huh, Jin-Seop LEE, Jun Young Park, Md Abu LAYEK “Dynamic splitting algorithm for splitting a desktop screen into non-overlapping equal-size blocks”, United States Patent , US Patents Authority, Issue- , Volumen-, Page No-, , Click here for details
2019 AFM Shahab Uddin, Mst Sirazam Monira, Md Abu Layek, Seung-yoon Choi, Sung-Ho Bae, TaeChoong Chung “Comparing and Verifying the Writing Efficiency of Hangeul Over Other Languages”, 한국정보과학회 학술발표논문집 Korea Computer Congress (KCC) , The Korean Institute of Information Scientists and Engineers (KIISE), Issue- 2019/6, Volumen-2019/6, Page No-652-654, , Click here for details
2017 Eui-Nam Huh, Jin-Seop Lee, Md. Abu Layek “데스크톱 스크린을 비중첩 동일 크기 블록으로 분할하기 위한 동적 분할 알고리즘”, Korean Patent , , Issue- , Volumen-PTO/SB/39 , Page No-, , Click here for details
June 2021 Mahbubur Rahman, Md. Ashik Jiddney, Md. Abu Layek, Uzzal Kumar Acharjee, Md. Zulfiker Mahmud “S-Shaped Slotted Multiband High Frequency UWB Antenna for 5G Applications”, Jagannath University Journal of Science , Faculty of Science, Jagannath University, Issue- 2, Volumen-7, Page No-22-28, , Click here for details
June 2021 Md. Abu Layek, Md. Zulfiker Mahmud, Md Rafiqul Islam, Mst Sirazam Monira, A F M Shahab Uddin, Sanjida Afroz “Center Emphasized Structural Contrast and a Saliency-induced Image Quality Index”, Jagannath University Journal of Science , Faculty of Science, Jagannath University, Issue- 2, Volumen-7, Page No-7-21, , Click here for details
June 2022 Md. Aslam Hossain, Sudipta Kumar Mondol and Md. Abu Layek “Image Manipulation Analysis Using StyleFace Generative Adversarial Network”, Jagannath University Journal of Science , Faculty of Science, Jagannath University, Issue- 2, Volumen-8, Page No-55-66, , Click here for details
Dec 2021 Md Rafiqul Islam, Mehrab Hosen Mahi, Arnisha Akhter, Md. Abu Layek “Comparison of Loss Functions in Blind Image Quality Assessment using a Deep Bi-linearly Pooled ConvNet”, Jagannath University Journal of Science , Faculty of Science, Jagannath University , Issue- 1, Volumen-8, Page No-13-22, , Click here for details
August 2021 Nusrat Jahan; Arifatun Nesa; Md. Abu Layek “Parkinson's Disease Detection Using ResNet50 with Transfer Learning”, International Journal of Computer Vision and Signal Processing , IJCVSP, CNSER, Issue- 1, Volumen-11, Page No-17-23, , Click here for details
Professional Experience:
2019 to 0000 Associate Professor
Jagannath University
2012 to 2019 Assistant Professor
Jagannath University
2010 to 2012 Lecturer
Jagannath University
2008 to 2010 Lecturer
Islamic University
2008 to 2008 Lecturer
Noakhali Science and Technology University
2007 to 2008 Instructor (Tech.) Computer
Barisal Polytechnic Institute
Certification / Training:
2021 Transactional Analysis 101 (TA101)
Asha Counseling and Training Services
2021 Diploma in Neurolinguistic Programming (NLP)
SK Consultancy
2021 One Year Certification on Psychodrama
Asha Counseling and Training Services
2021 Online certification on NLP Practitioner
ABNLP, IGNLP through Udemy
2021 Cyber Security Foundation Professional Certificate
Cyber Security Foundation
2020 Advanced Data Analysis Using Industry Accepted and Widely Popular Statistical Package
Asia Connect through BbREN, UGC
2020 Distance Learning Course on “Data Center Virtualization and Cloud Computing Infrastructure”
Asia Connect through BbREN, UGC
2017 Zipline Adventure Training
Zipline, Korea 에코테인먼트코리아 (주)
2013 Award Leader's Training
The Duke of Edinburgh’s Award foundation
2013 ORACLE DATABASE ADMINISTRATION WITH APPLICATION DEVELOPMENT
Bangladesh Computer Council
2013 Asia Pacific Regional Internet Governance Forum APrIGF-2013
APrIGF, hosted at the State University of New York (SUNY), Seoul, Republic of Korea.
2012 National Training Course on “Introduction to LabVIEW-Virtual Instrument and PC based Control System”
Atomic Energy Centre
2011 Training on Procurement, Financial Management and Monitoring & Evaluation
University Grants Commission of Bangladesh
2011 Rover Scout Leader Basic Course
Bangladesh Scouts, hosted at Sher-E-Bangla Agricultural University
2011 Short Course on “SOFTWARE TESTING AND QUALITY ASSURANCE: CURRENT TRENDS WITH PRACTICAL ISSUES”
Islamic University of Technology (IUT)
2010 Training on Research Methodology
University of Dhaka
2010 National Training Course on Micro-controller and Real World Interfacing
Atomic Energy Center
Membership:
Senior Member of IEEE, Membership number- 95034273
Life Fellow of Bangladesh Computer Society, Membership number- F00322
Zipline Silver Membership from Zipline Korea, May 2017, Membership Number: 7051002002
Scholarship:
BK 21 Plus scholarship for supporting living expenses from Kyung Hee University (March 2014 ~ Feb 2019).
President Scholarship for supporting tuition Fees from Kyung Hee University (March 2014 – March 2016).
University scholarship for outstanding results in B.Sc. in ICT, Islamic University, Kushtia 2005.
University scholarship for outstanding results in M.Sc. in ICT, Islamic University, Kushtia 2005.
Board Scholarship, Stood third amongst about 500 students of Kushtia government college examination center in the Higher Secondary Certificate examination (1999).
Upazilla Parishad Scholarship, Stood first amongst about 2000 students of Khoksha Upazilla examination center in the Secondary School Certificate examination (1997).
Administrative Responsibilities:
Director (Networking and IT, now ICT Cell): December 2013 ~ February 2014, Jagannath University, Dhaka.
Committee:
Organizing Secretary: National Workshop on Network and ISP Setup with LINUX, 27-29 March 2009, department of ICE, Islamic University, Kushtia, Bangladesh.
Member of the Library Automation Committee: June 2011~ February 2014, January 2020~ till date, Jagannath University, Dhaka, Bangladesh.
Member of the Planning Committee: June 2011~ February 2014; August 2019 ~ till date, Dept. of Computer Science & Engineering, Jagannath University, Dhaka, Bangladesh.
Member of the Planning Committee: 13th May 2008~ 19 April 2011, Dept. of Information & Communication Engineering, Islamic University, Kushtia, Bangladesh.
Member of the Executive Committee, Faculty of Science, Jagannath University, Dhaka, Bangladesh, April 2012~ February 2014, July 2020 ~ June 2022.
Member of the Executive Committee, Faculty of Applied Science & Technology, Islamic University, Kushtia, Bangladesh, May 2008~ April 2010.
Member of the ICT Committee, Jagannath University, Jagannath University, Dhaka, December 2010~ February 2014.
Member of E-Nothi Implementation Committee, Jagannath University, Jagannath University, Dhaka, May 2022~ Till date.
Member of the Organizing Committee, Mujib 100 Idea Contest, Organized by the University Grants Commission, Bangladesh, September 2021 - December 2021.
Editorial Board Member, International Journal of Computer Vision & Signal Processing (ISSN: 2186-1390)
Research Grant:
HEQEP Project, Re-engineering of the Information Technology Research and Resource Center (ITRRC), a Sub Project of HEQEP, UGC and World Bank. Department of Computer Science and Engineering, Jagannath University, Dhaka-1100. Project Budget 189 Lac Taka. January 2011~ February 2014.
Towards Improved Brain Disease Detection: A Hybrid Approach with Integrated Image Segmentation and Classification for fMRI Analysis , Ministry of Science and Technology, Special Research Grant, 2023-24
An Advanced Image Segmentation Model for fMRI Image: A Residual 3D- UNet Approach, Ministry of Science and Technology, R&D 2023-24
Image quality assessment to support image/video delivery on a distributed cloud environment, Research Fund, University Grants Commission, 2020-21
Grant from Jagannath University Research Fund for the years 2021-22, 2022-23, 2023-2024
Field of interest:
cloud computing, the Internet of Things, machine learning, screen content coding, and image quality assessment
Additional Charges:
Director (M.Sc. in CSE Professional Program): January 2022 ~ December 31, 2023
Sub Project Manager (SPM), ITRRC, HEQEP January 2011~ February 2014
Branch Counselor: IEEE JnU Student Branch, Jagannath University, Dhaka, February 2020 ~ Till Date
Award Coordinator, The Duke of Edinburgh’s Award Program, Jagannath University, Dhaka, Feb 2013~ February 2014
Rover Scout Leader, Jagannath University Rover Scouts Group, Jagannath University, Dhaka, October 2011~ February 2014.
Director of ITRRC Research Lab and Adviser ITRRC-Research Fellow group, a group of present and past students of Computer Science and Engineering, Jagannath University conducting voluntary academic and research activities, Quiz, Programming and Project Competition on-class as well as online.
Others Activity:
Obtained Level-1 in the “Test of Proficiency in Korean”, test date 16 July 2017, Ajou University, Republic of Korea.
Track Chair (Communication): International Conference on 4th Industrial Revolution and Beyond (IC4IR) 2021