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 |
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. |
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 |
Subject | Project Name | Source of Fund | From Date | To Date | Collaboration |
---|---|---|---|---|---|
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 Visual Servoing | 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 |
Deep Learning | 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 |
Image Processing and 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 |
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 | UNSW Alumni Association | Member | 2017 | Life Time |
2 | Institute of Electrical and Electronics Engineers (IEEE) | Member | 2019 | Ongoing |
3 | IEEE Signal Processing Society | Student Member | 2013 | 2017 |
4 | CSEDU Alumni Association | Executive Member | 2010 | 2011 |
5 | IEEE Computer Society | Member | 2010 | Ongoing |
6 | IEEE Circuits and Systems Society | Student Member | 2013 | 2017 |
7 | Society for Learning Analytics Research (SoLAR) | Member | 2017 | 2018 |
8 | 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 |
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:3.78) , vol.5 , no.609 Springer , pp.1-20 , 2024
.
|
2 |
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:3.847) , vol.23 , no.17 MDPI , pp.1-15 , 2023
.
|
3 |
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:6.627) , vol.14 Frontiers Media S.A. , pp.1 - 17 , 2023
.
|
4 |
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:3.129) , vol.108 , no.3 Springer , pp.1-36 , 2023
.
|
5 |
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:3.85) , vol.23 , no.7 MDPI , pp.1-25 , 2023
.
|
6 |
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
.
|
7 |
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
.
|
8 |
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:2.84) , vol.12 , no.19 MDPI , pp.1-18 , 2022
.
|
9 |
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:5.904) , vol.14 , no.1 Springer Nature , pp.100 , 2019
.
|
10 |
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
.
|
11 |
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
.
|
12 |
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:1.5) , vol.18 , no.1 , pp.45-53 , 2017
.
|
13 |
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:1.4) , vol.50 , no.4 IET , pp.996-997 , 2014
.
|
14 |
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
.
|
15 |
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:0.25) , vol.16 , no.1 International Information Institute , pp.789-795 , 2013
.
|
16 |
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 |
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
.
|
2 |
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
.
|
3 |
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
.
|
4 |
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
.
|
5 |
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
.
|
6 |
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
.
|
7 |
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
.
|
8 |
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
.
|
9 |
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
.
|
10 |
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
.
|
11 |
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 |