Short Biography:
Dr. Md Mehedi Hasan is currently serving as an Assistant Professor in the Department of Robotics and Mechatronics Engineering at the University of Dhaka, Bangladesh. Previously, he held the position of Associate Professor and served as the Research Director of the Stamford University Research Centre (SURC) at Stamford University Bangladesh. ...
Read more
| Degree Name | Group/Major Subject | Board/Institute | Country | Passing Year |
|---|---|---|---|---|
| Ph.D. | Computer Science | University of New South Wales | Australia | 2017 |
| Masters | Computer Engineering | Kyung Hee University | South Korea | 2012 |
| Bachelor | Computer Science and Engineering | University of Dhaka | Bangladesh | 2008 |
| Title | Organization | Location | From Date | To Date |
|---|---|---|---|---|
| Assistant Professor | University of Dhaka | Dhaka | 30, Apr 2023 | Currently Working |
| House Tutor | Surja Sen Hall | University of Dhaka | 20, Dec 2022 | Currently Working |
| Assistant House Tutor | Surja Sen Hall | University of Dhaka | 10, Nov 2021 | 19-12-2022 |
| Lecturer | Dept. of RME, University of Dhaka | Dhaka, Bangladesh | 02, Feb 2021 | 29-04-2023 |
| Associate Professor & Research Director | Dept. of CSE, Stamford University Bangladesh | Dhaka, Bangladesh | 10, Mar 2020 | 25-01-2021 |
| Machine Learning Engineer (R&D - Asia Pacific) | MRM Automation, RME Australia | Brisbane, Australia | 01, Oct 2018 | 25-02-2020 |
| Postdoctoral Research Associate | Phenomics and Bioinformatics Research Centre, University of South Australia | Adelaide, Australia | 04, Oct 2017 | 30-09-2018 |
| Postdodctoral Researcher | School of Engineering and IT, University of New South Wales | Canberra, Australia | 01, Apr 2017 | 30-09-2017 |
| Software Engineer | Mobile SW R&D Team, AresChan Co. Ltd. | Seoul, South Korea | 05, Sep 2012 | 25-02-2013 |
| Intern Software Engineer | Broadcasting R&D Team, MediaChorus Inc. | Seoul, South Korea | 20, Dec 2010 | 16-08-2012 |
| Postgraduate Research Assistant | Image Processing Lab, Kyung Hee University | Suwon, South Korea | 01, Sep 2010 | 16-08-2012 |
| Lecturer | Dhaka International University | Dhaka, Bangladesh | 03, Mar 2009 | 15-08-2010 |
Research Interest
| Subject | Description | Research Interest (Goal, Target Indicator) |
|---|---|---|
| Industrial Sensors | Environmental and Industrial condition monitoring with smart sensors using automated feature extraction and analysis. |
|
| Deep Learning | Real-time 3D object detection and recognition, pose estimation, and tracking for intelligent surveillance |
|
| Computer Vision and Machine Learning | Computer Vision and Machine Learning based applied researches on UAV, smart farming, livestock monitoring etc. |
|
| Plant Phenotyping | Evaluation of plant traits such as yield, growth, development, architecture, tolerance, resistance, physiology, ecology and the principal measurement of individual quantitative parameters that form the basis for complex trait assessment. |
|
| Robotic Visual Servoing and Locomotion | Vision-based robot control for picking up tools and placement, and in developing capabilities for robots to decide how, when, and where to move in autonomous conditions. |
Project/Research Supervision
| Level of Study | Title | Supervisor | Co-Supervisor(s) | Name of Student(s) | Area of Research | Current Completion |
|---|---|---|---|---|---|---|
| Masters | Advanced Intelligent Video Surveillance System | Dr. Md Mehedi Hasan | Ahsan Imran | Intelligent Surveillance |
2022 | |
| Masters | Autonomous UAV Navigation in 3D Terrain through Monocular Vision-Based Depth Estimation and Reinforcement Learning | Dr. Md Mehedi Hasan | Dr. Sejuti Rahman | Gobinda Chandra Sarker | Unmanned Aerial Vehicles |
Current Year |
| Masters | Morphological and Spectral Classification and Stratification of Celestial Objects using Physics Informed Machine Learning | Dr. Md Mehedi Hasan | Md Fairuz Siddiquee | Physics Informed ML |
Current Year | |
| Masters | SmartPDE: Deep Learning Based Plant Disease Epidemiology and Forecasting for Smart Agriculture | Dr. Md Mehedi Hasan | Muhaiminul Islam | Precision Agriculture |
Current Year | |
| Research Project Report/Other | UAV communication based on Blockchain Technology | Dr. Md Mehedi Hasan | Ahanaf Akif Pathan Rifat Khan | Unmanned Aerial Vehicles |
2023 | |
| Research Project Report/Other | Object and intrusion Detection using UAV | Dr. Md Mehedi Hasan | Abdul Monaf Chowdhury | Unmanned Aerial Vehicles |
2023 | |
| Research Project Report/Other | High Throughput Phenotyping of Wheat: Spike Segmentation and Analysis from Land-based Imaging | Dr. Md Mehedi Hasan | M. A. Batin Muhaiminul Islam | Smart Agriculture |
2022 | |
| Research Project Report/Other | Enhancing Histology Cancer Cell Detection: Deep Learning Models Interpreted with Explainable AI (XAI) for Microscopic Tissue Image Analysis | Dr. Md Mehedi Hasan | Shamaeta Paul Gupta, Apurba Roy | Current Year | ||
| Research Project Report/Other | Development of a Multimodal, Sensor-Controlled Bionic Arm with Tactile Feedback for Improved Control in Transradial Amputees | Dr. Md Mehedi Hasan | Md. Ettashamul Haque, Atique Tajwar | Current Year |
Project/Research Work
| Subject | Project Name | Source of Fund | From Date | To Date | Collaboration |
|---|---|---|---|---|---|
| RME | Inter-University Robotics and Hackathon Competition | ICT | 01-05-2024 | ||
| Precision Agriculture | SmartPDE: Deep Learning Based Plant Disease Epidemiology and Forecasting for Smart Agriculture | UGC | 01-11-2023 | 31-10-2024 | |
| Robotics | IHABOT2: A Teleported Intelligent Hospital Assistance Robot to Fight Contagion by Reducing Doctor | UGC | 01-07-2023 | 30-06-2024 | |
| Deep Learning | Deep Learning-Driven Automated Diagnosis of Neurodegenerative Diseases Using Image Memorability | MOST | 25-01-2022 | 25-01-2023 | |
| MRM Automation | RME AutoMotion | RME Australia | 01-09-2019 | 25-02-2020 | PT Freeport Indonesia |
| Machine Vision | RMEVision | RME Australia | 01-10-2018 | 25-02-2020 | Internal R&D Project |
| Robotics | RME Inside Out | RME Australia | 01-10-2018 | 31-08-2019 | QUT Centre for Robotics |
| Plant Phenotyping | Land-based crop phenotyping | PBRC UniSA | 04-10-2017 | 30-09-2018 | University of Adelaide |
| Plant Phenotyping | Detection and analysis of wheat spikes | ARC Linkage Grant | 04-10-2017 | 30-09-2018 | Australian Grain Technology |
| Computer Vision | Poliveil Spit-Mask | Australian Defence Force Academy, UNSW | 01-04-2017 | 30-09-2017 | First Light Pty Ltd. Australia |
| Computer Vision and Machine Learning | Error Resilient 3DTV | UNSW Australia | 15-03-2013 | 31-10-2016 | PhD Project |
| Machine Learning | MultiFEx: Multimedia Feature Classification | AresChan Co. Ltd. | 01-10-2012 | 28-02-2013 | Samsung Electronics, South Korea |
| Computer Vision and Machine Learning | Facial Recognition and Object Tracking | KIP Lab, Kyung Hee University | 01-01-2012 | 16-08-2012 | NIPA Korea |
| Computer Vision | Hawkeye-VED 200 (Video Error Detection) | Mediachorus Inc. | 25-12-2010 | 20-02-2012 | Korean Broadcasting System |
| Expert System | MTES: Image Processing ToolBox | KIP Lab, Kyung Hee University | 03-09-2010 | 31-01-2011 | RA Project |
Invited Talk
| SL | Invited Talk |
|---|---|
| 1 | Content-Based Error Detection and Classification for Video Transmission over WLANS International Conference on Advanced IT, Engineering and Management, Feb 2011, Seoul, South Korea. |
| 2 | A Novel Quality Assessment of Transmitted 3D Videos Based on Binocular Rivalry Impact Packet Video Workshop, June 2015, Cairns, Australia. |
| 3 | Meeting the challenge of field phenotyping Plant Biology Europe (PBE), June 2018, Copenhagen, Denmark. |
| 4 | Detection and Counting of Wheat Spikes from Field Images using Convolutional Neural Networks International Plant Phenotyping Symposium, Oct 2018, Adelaide, Australia. |
| SL | Collaboration & Membership Name | Type | Membership Year | Expire Year |
|---|---|---|---|---|
| 1 | CSEDU Alumni Association | Lifetime Member | 2024 | Life Time |
| 2 | UNSW Alumni Association | Member | 2017 | Life Time |
| 3 | Institute of Electrical and Electronics Engineers (IEEE) | Member | 2019 | Ongoing |
| 4 | IEEE Signal Processing Society | Student Member | 2013 | 2017 |
| 5 | CSEDU Alumni Association | Executive Member | 2010 | 2011 |
| 6 | IEEE Computer Society | Member | 2010 | Ongoing |
| 7 | IEEE Circuits and Systems Society | Student Member | 2013 | 2017 |
| 8 | Society for Learning Analytics Research (SoLAR) | Member | 2017 | 2018 |
| 9 | Institute of Electrical and Electronics Engineers (IEEE) | Student Member | 2010 | 2017 |
| Book Section | |
|---|---|
| 1 |
M. M. Hasan, K. Ahn and O. Chae "Measuring Blockiness of Videos Using Edge Enhancement Filtering."
Communications in Computer and Information Science. Tai-hoon Kim, Hojjat Adeli, Carlos Ramos, Hyeong-Ho Kang South Korea: Springer, 2011 10-19 .
|
| Journal Article | |
| 1 |
AM Chowdhury, A Imran, MM Hasan, R Ahmed, AKM Azad and SA Alyami : U-ActionNet: Dual-Pathway Fourier Networks with Region-of-Interest Module for Efficient Action Recognition in UAV Surveillance,
IEEE Access (impact factor:3.56) , vol.12 IEEE , pp.189547-189563 , 2024
.
|
| 2 |
Ahsan Imran, Riad Ahmed, Md Mehedi Hasan, M. Helal Uddin Ahmed, AKM Azad and Salem A. Alyami : FaceEngine: A Tracking-based Framework for Real-Time Face Recognition in Video Surveillance System,
SN Computer Science (impact factor:4.34) , vol.5 , no.609 Springer , pp.1-20 , 2024
.
|
| 3 |
Iqram Hussain, Rafsan Jany, Richard Boyer, AKM Azad, Salem A. Alyami, Se Jin Park, Md Mehedi Hasan and Md Azam Hossain : An Explainable EEG-based Human Activity Recognition Model using Machine-learning Approach and LIME,
Sensors (impact factor:4.25) , vol.23 , no.17 MDPI , pp.1-15 , 2023
.
|
| 4 |
M. A. Batin, Muhaiminul Islam, Md Mehedi Hasan, AKM Azad, Salem A. Alyami, Md Azam Hossain and Stanley J. Miklavcic : WheatSpikeNet: An Improved Wheat Spike Segmentation Model for Accurate Estimation from Field Imaging,
Frontiers in Plant Science (impact factor:6.34) , vol.14 Frontiers Media S.A. , pp.1 - 17 , 2023
.
|
| 5 |
Md. Ariful Islam, Md Mehedi Hasan and Shamim Ahmed Deowan : Robot-Assisted Training for Children with Autism Spectrum Disorder: A Review,
Journal of Intelligent & Robotic Systems (impact factor:3.75) , vol.108 , no.3 Springer , pp.1-36 , 2023
.
|
| 6 |
Md Mehedi Hasan, Md. Azam Hossain, Naif Alotaibi, John F. Arnold and AKM Azad : Binocular Rivalry Impact on Macroblock-loss Error Concealment for Stereoscopic 3D Video Transmission,
Sensors (impact factor:4.25) , vol.23 , no.7 MDPI , pp.1-25 , 2023
.
|
| 7 |
M. A. Batin, M. Islam, M. M. Hasan and S. J. Miklavcic : Improved Detection and Analysis of Wheat Spikes Using Multi-Stage Convolutional Neural Network,
Dhaka University Journal of Applied Science and Engineering , vol.7 , no.2 University of Dhaka , pp.21-30 , 2023
.
|
| 8 |
Minhaz KAMAL, Chowdhury Mohammad ABDULLAH, Fairuz SHAIARA, Abu Raihan Mostofa KAMAL, Md Mehedi HASAN, Jik-Soo KIM and Md Azam HOSSAIN : Blockchain-Based Pension System Ensuring Security, Provenance and Efficiency,
IEICE Transactions on Information and Systems (impact factor:.88) , vol.E-106D , no.5 Maruzen Kabushikikaisha , pp.1085 - 1088 , 2023
.
|
| 9 |
Md Mehedi Hasan, Md. Ariful Islam, Sejuti Rahman, Michael R. Frater and John F. Arnold : No-reference Quality Assessment of Transmitted Stereoscopic Videos based on Human Visual System,
Applied Sciences (impact factor:3.10) , vol.12 , no.19 MDPI , pp.1-18 , 2022
.
|
| 10 |
M. M. Hasan, J. P. Chopin, H. Laga and S. J. Miklavcic : Detection and analysis of wheat spikes using Convolutional Neural Networks,
Plant Methods (impact factor:5.74) , vol.14 , no.1 Springer Nature , pp.100 , 2019
.
|
| 11 |
M. M. Hasan, J. F. Arnold and M. R. Frater : Binocular Rivalry-Psychovisual Challenge in Stereoscopic Video Error Concealment,
arXiv Pre-print , no.arXiv:1809.07792 , pp.1-14 , 2018
.
|
| 12 |
M. M. Hasan, T. Rahman, K. Ahn and O. Chae : Artifacts Detection and Error Block Analysis from Broadcasted Videos,
arXiv Pre-print , no.arXiv:1808.10086v1 , pp.1-14 , 2018
.
|
| 13 |
M. M. Hasan, T. Rahman, K. Roy, K. Ahn and O. Chae : Hawkeye: Cloud Computing Based Automated Video Error Detection in Real-time,
Journal of Internet Technology (impact factor:2.1) , vol.18 , no.1 , pp.45-53 , 2017
.
|
| 14 |
M. M. Hoque, M. M. Hasan, M. L. Q. Pimentel, O. Chae, K. Ahn and J. Kim : Edge-based spatial concealment of digital dropout error in degraded archived media,
Electronics Letters (impact factor:1.87) , vol.50 , no.4 IET , pp.996-997 , 2014
.
|
| 15 |
T. Rahman, M. M. Hasan, A. Farooq and M. Z. Uddin : Extraction of cardiac and respiration signals in electrical impedance tomography based on independent component analysis,
Journal of Electrical Bioimpedance (impact factor:1.70) , vol.4 , no.1 Sciendo , pp.38-44 , 2013
.
|
| 16 |
M. M. Hasan, K. Ahn, J. H. Lee, S. Z. Ishraque and O. Chae : Fast and Reliable Structure-Oriented Distortion Measure for Video Processing,
INFORMATION (impact factor:0.5) , vol.16 , no.1 International Information Institute , pp.789-795 , 2013
.
|
| 17 |
M. M. Hasan, K. Ahn and O. Chae : Faster Detection of Independent Lossy Compressed Block Errors in Images and Videos,
International Journal of Signal Processing, Image Processing and Pattern Recognition (impact factor:0.125) , vol.5 , no.1 SERSC , pp.151-164 , 2012
.
|
| Conference Proceedings | |
| 1 |
Md Fairuz Siddiquee and Md Mehedi Hasan "Spectral and Morphological Classification of Celestial Objects using Physics Informed Machine Learning."
IEEE International Conference on Robotics, Automation, Artificial-Intelligence and Internet-of-Things 2024
, pp. Accepted. Dhaka: IEEE, 2024
.
|
| 2 |
Atique Tajwar, Md. Ettashamul Haque and Md Mehedi Hasan "Development of an Accelerometer-based Data Acquisition System for Hand Gesture Recognition."
IEEE International Conference on Robotics, Automation, Artificial-Intelligence and Internet-of-Things 2024
, pp. Accepted. Dhaka: IEEE, 2024
.
|
| 3 |
Abdul Monaf Chowdhury, Ahsan Imran and Md Mehedi Hasan "FFT-UAVNet: FFT Based Human Action Recognition for Drone Surveillance System."
2023 5th International Conference on Sustainable Technologies for Industry 5.0 (STI)
, pp. 1-6. Dhaka: IEEE, 2023
.
|
| 4 |
M. M. Hasan, J. F. Arnold and M. R. Frater "A Novel Quality Assessment of Transmitted 3D Videos Based on Binocular Rivalry Impact."
Picture Coding Symposium (PCS)
, pp. 297-301. Cairns, Australia: IEEE, 2015
.
|
| 5 |
M. M. Hasan, J. F. Arnold and M. R. Frater "Subjective Evaluation and Statistical Analysis for Improved Frame-loss Error Concealment of 3D Videos."
IEEE Visual Communications and Image Processing
, pp. 181-184. Valetta, Malta: IEEE, 2014
.
|
| 6 |
M. M. Hasan, J. F. Arnold and M. R. Frater "No-Reference Quality Assessment of 3D Videos based on Human Visual Perception."
International Conference on 3D Imaging
, pp. 1-6. Leige, Belgium: IEEE, 2014
.
|
| 7 |
M. Park, M. M. Hasan, J. Kim and O. Chae "Hand Detection and Tracking Using Depth and Color Information."
IPCV- WorldComp
, pp. 779-785. Las Vegas, USA: WorldComp, 2012
.
|
| 8 |
M. M. Hasan, T. Jabid and O. Chae "A Robust Face Recognition Based on Local Transitional Pattern Variance (LTPv)."
International Conference on Advanced IT, engineering and Management (AIM)
, pp. 46-47. Jeju, South Korea: FTRA, 2012
.
|
| 9 |
M. M. Hasan, K. Ahn, M. S. Hoque and O. Chae "Blocking Artifact Detection by Analyzing the Distortions of Local Properties in Images."
International Conference on Computer and Information Technology (ICCIT)
, pp. 475-480. Dhaka, Bangladesh: IEEE, 2012
.
|
| 10 |
M. M. Hasan, K. Ahn, Z. Ishraque and O. Chae "Hawkeye: Real-time Video Error Detection Using Cloud Computing Platform."
International Conference on Advanced IT, engineering and Management (AIM)
, pp. 121-122. Seoul, South Korea: FTRA, 2012
.
|
| 11 |
M. Murshed, S. Z. Ishraque, M. M. Hasan and O. Chae "Cloud Architecture for Lossless Image Compression by Efficient Bit-plane Similarity Coding."
International Conference on Advanced IT, engineering and Management (AIM)
, pp. 123-124. Seoul, South Korea: FTRA, 2012
.
|
| 12 |
M. M. Hasan, K. Ahn and O. Chae "Measuring Artifacts of Broadcasted Videos by Accumulating Edge Gradient Magnitude."
YSEC - International Conference on Information Technology
, pp. 232-238. Seoul, South Korea: YSEC, 2012
.
|
| 13 |
M. M. Hasan, K. Ahn and O. Chae "Measuring blockiness of videos using edge enhancement filtering."
International Conference on Signal Processing, Image Processing, and Pattern Recognition
, pp. 10-19. Jeju, South Korea: Springer, 2011
.
|
| Award Type | Title | Year | Country | Description |
|---|---|---|---|---|
| International | UNSW RP Fellowship | 2017 | Australia | The Fellowship is awarded to contribute in post-PhD research and publish the outcomes in reputed journals. |
| International | UNSW Completion Scholarship | 2016 | Australia | Pre-PhD scholarship based on academic contributions and extension. |
| International | UNSW Travel Grant | 2015 | Australia | Travel grant to attend and present paper in IEEE VCIP at Valetta, Malta; IC3D at Leige, Belgium; PCS at Cairns, Australia |
| International | UNSW PRSS Grant | 2014 | Australia | Postgraduate Research Student Support (PRSS) grant assists candidates with travel costs associated with presenting their research – paper/poster/exhibition - at high-quality international conferences. |
| International | UNSW TF and Establishment PhD Scholarship | 2013 | Australia | Provided by UNSW Australia for international research candidates of exceptional research potential to undertake a higher degree (PhD) by research including establishment cost. |
| International | International Travel Grant, KHU | 2011 | South Korea | Travel grant to attend International Conferences outside South Korea. |
| International | Global IT Fellowship, Ministry of Education | 2010 | South Korea | Supported by Ministry of Education, South Korea for exceptional research potential to undertake a research assistance and internship in Korean Companies. |
| International | KHU President Scholarship | 2010 | South Korea | Honored by Kyung Hee University, South Korea for excellent semester-wise academic performance in Masters. |
| National | Champion in Amar Ekushey Hall TT Competition (Doubles) | 2007 | Bangladesh | Winner of Amar Ekushey Hall table tennis championship (doubles) |
| National | BSC Scholarship, Nippon Foundation Japan | 2005 | Bangladesh | Sponsored by The Nippon Foundation Japan, in recognition of outstanding academic achievements in Honors and previous. |
| National | Bangladesh Government Board Scholarship | 2002 | Bangladesh | Bangladesh Government Board Scholarship in HSC |
| National | Bangladesh Government Board Scholarship | 2000 | Bangladesh | Bangladesh Government Board Scholarship in SSC |
| National | Bangladesh Government Talent pool Scholarship | 1997 | Bangladesh | Bangladesh Government Talent pool Scholarship in Junior Scholarship Examination and Secured District 1st position |
Dr. Md Mehedi Hasan
Assistant Professor
Department of Robotics and Mechatronics Engineering
Faculty of Engineering and Technology
Email: mmhasan.unsw@gmail.com
Mobile (Dept): +88 02 9661900 Ext. 8810
Mobile (Personal): 01707034821