Profesor Ir. Ts. Dr. Kamarul Hawari Bin Ghazali

 kamarul@umpsa.edu.my

 094315806

IJAZAH KEDOKTORAN (DOCTORAL DEGREE)(2009)

Kejuruteraan Elektronik - Komputer

Universiti Kebangsaan Malaysia, Bangi


IJAZAH SARJANA (MASTERS DEGREE)(2003)

Kejuruteraan Elektrik & Elektronik

Universiti Teknologi Malaysia (Skudai)


IJAZAH SARJANA MUDA (BACHELOR DEGREE)(1995)

Kejuruteraan Elektrik

Universiti Teknologi Malaysia (Skudai)





Biography

-



Current Progress


Expertise

Computer Vision And System

Engineering Science And Technology

VERY HIGH

Artificial Intelligent And Machine Learning

Engineering Science And Technology

VERY HIGH
No Code Subject
1 DEE1224 DIGITAL ELECTRONICS
2 BEE1213 DIGITAL ELECTRONICS
3 BTE3223 DIGITAL LOGIC DESIGN
4 BTS4253 COMPUTER VISION SYSTEM
5 BTS3443 COMPUTER VISION SYSTEM
6 BTI3403 INTRODUCTION TO MACHINE LEARNING
7 BEE4253 COMPUTER VISION SYSTEMS
8 BTI3433 APPLIED MACHINE LEARNING
9 DEE2314 INSTRUMENTATION & MEASUREMENTS
10 BEE4213 MULTIMEDIA TECHNOLOGY & APPLICATIONS
No. Title Role Start Date End date Agency Grant Amount(RM) Status
1 Ai-Driven Water Quality Mangement Using Machine Learning Leader 01-DEC-2024 31-MAY-2025 PPRN 44,940.00 On-Going
2 Enhancing Broiler Operation Through Smart Temperature Control And Vision Tracking Technologies (Uic240834) Leader 01-DEC-2024 31-MAY-2026 IMAP 150,000.00 -
3 Enhancing Broiler Operation Through Smart Temperature Control And Vision Tracking Technologies (Rdu243801) Leader 01-DEC-2024 31-MAY-2026 INDUSTRI 50,000.00 -
4 Ai-Driven Water Quality Management Using Machine Learning (Cdu240601) Leader 01-DEC-2024 31-MAY-2025 INDUSTRI 19,260.00 On-Going
5 Enhanced Bacterial Classification Based On Hybrid-Deep Convolutional Neural Network (Uic241545) Leader 01-SEP-2024 31-AUG-2025 PADANAN ANTARABANGSA 10,000.00 On-Going
6 Enhanced Bacterial Classification Based On Hybrid-Deep Convolutional Neural Network (Rdu242743) Leader 01-SEP-2024 31-AUG-2025 ANTARABANGSA 10,000.00 On-Going
7 Advanced Integrated Deep Learning Framework For Joint Noise Reduction And Classification Of Hyperspectral Images Leader 01-AUG-2024 31-JUL-2027 FRGS 129,300.00 On-Going
8 Smart Aquaculture Tvetefeeder: Precision Fish Feeding Management For Employability And Economic Advancement Leader 09-NOV-2023 08-NOV-2026 PENYELIDIKAN TRANSLASIONAL 134,450.00 On-Going
9 Data Driven Advanced Pid Controller For Nonlinear Mimo System Based On SafeExperimentation Dynamics Method Leader 15-JUL-2023 14-JUN-2026 PGRS 2,500.00 On-Going
10 Investigation Of Wearable Fiber Optics Sers Sensor ForContinuous, Non-Invasive And Remote Monitoring Of Diabetes From Sweat Based Glucose Leader 15-NOV-2022 14-NOV-2024 PENYELIDIKAN UNGGUL 50,000.00 On-Going
11 Development Of Vision Software Car Aircon Vent Quality Inspection Leader 01-SEP-2022 31-AUG-2023 INDUSTRI 11,000.00 -
12 Formulation Of New Enhancement Of Deep Neural Network Based On Selective Mitigation Algorithm To Minimize Soft Error Reliability Leader 07-SEP-2021 06-SEP-2023 FRGS 79,750.00 -
13 Deep Learning Algorithm Development For Land Deformation System (Uic201501) Leader 01-SEP-2020 30-SEP-2022 PADANAN MTUN - INDUSTRI 50,000.00 -
14 Deep Learning Algorithm Development For Land Deformation System (Rdu202801) Leader 01-SEP-2020 30-SEP-2022 ANTARABANGSA 50,000.00 -
15 Joint Project Of Gnss Based Land Deformation Monitoring System Leader 08-JUL-2020 31-DEC-2020 GIFT/DONATION/SPONSOR 348,926.84 -
16 Deep Learning For Oil Palm Tree Audit Leader 15-OCT-2019 14-OCT-2022 PGRS 4,150.00 -
17 Development Of Gnss Joint Lab And Beidou Satellite Promotion In South East Asia Country Leader 01-APR-2019 30-JUN-2021 ANTARABANGSA 21,049.00 -
18 Early Detection Monitoring On Bearing Motor Fault Using Infrared Thermography Leader 20-JUN-2017 19-JUN-2019 GERAN DALAM 20,000.00 -
19 Intelligent Cctv System For Smart Monitoring Auto Teller Machine Leader 01-MAR-2017 01-MAR-2019 PGRS 3,000.00 -
20 Detection And Quantification Of Road Surface Cracks Using Digital Image Processing Based On Multiscale Approach And Artificial Intelligence Leader 01-DEC-2015 01-JUN-2016 ANTARABANGSA 5,000.00 -
21 Early Detection Of High Water Saturation Spots For Landslide Prediction Using Thermal Imaging Analysis Leader 15-MAR-2015 14-MAR-2017 PGRS 2,500.00 -
22 Condition Monitoring System Of Motor Fault Using Thermal Image Processing Technique Leader 15-MAR-2015 14-MAR-2018 PGRS 3,700.00 -
23 Mathematical Model For Real Time Human Segmentation Using Thermal Image Camera Leader 25-OCT-2014 24-OCT-2017 PGRS 4,000.00 -
24 Early Detection Of Spots High Water Saturation For Landslide Prediction Using Thermal Imaging Analysis Leader 25-APR-2014 24-APR-2016 GERAN DALAM 25,000.00 -
25 Crowd Behaviour Analysis Using Social Force Model Leader 25-FEB-2014 24-FEB-2017 PGRS 2,000.00 -
26 Improving Plant Safety On Gas Leakage Detection Using Thermal Imaging System Leader 15-FEB-2014 14-FEB-2016 KNOWLEDGE TRANSFER PROGRAMME (KTP) 164,896.88 -
27 New Fast Multiscale Algorithm Based On Power Law Approximation For Pedestrian Detection Leader 01-DEC-2013 30-NOV-2015 FRGS 80,400.00 -
28 Smart Night Vision System For Detecting Intruders In Restricted Area Using Thermal Imaging Leader 01-APR-2013 31-MAR-2015 PGRS 3,500.00 -
29 Automatic Parasitic Worm Detection Worm Detection Using Microscope Images Leader 15-JUN-2012 14-MAY-2014 PGRS 3,500.00 -
30 Development Of An Intelligent System For Biomedical Engineering-The Automatic Detection Of Intestinal Parasites And Protozoan Infections Base On Fecal Sample Leader 01-APR-2012 31-MAR-2014 GERAN DALAM 30,800.00 -
31 Multi-Microcontroller Evaluation Tool For Education In Embedded Control Technology: The Ump-Evt Leader 15-APR-2011 14-JUL-2011 PGRS 19,500.00 -
32 An Effective Vision-Based Line Detection Approach For Driver Assistance Leader 01-APR-2011 18-OCT-2012 PGRS 6,500.00 -
33 Non Contact Facial Screening Technique For Fever Detection Using Face Detection And Temperature Thresholding Technique Leader 01-APR-2011 14-MAR-2013 PGRS 16,500.00 -
34 Development Of New Image Processing Alogorithm Based On Sosiology Social Force Model (Sfm) For Detecting Behavior In Crowd Video Leader 01-FEB-2011 01-JUL-2013 FRGS 81,500.00 -
35 An Fpga Implementation Of Flexible, Parallel Image Processing Architecture Suitable For Embedded Vision Systems Leader 01-AUG-2010 31-JUL-2013 PGRS 16,500.00 -
36 Crowd Movement Detection For Automated Surveillance Camera System Leader 01-MAY-2009 31-DEC-2010 GERAN DALAM 23,000.00 -
37 Computer Vision Based Driver Assistance Systems-Development Of Drowsiness Detector Leader 01-MAY-2009 30-APR-2010 GERAN DALAM 31,600.00 -
38 Automatic Controller Design For Smi Production Station. Leader 01-FEB-2005 31-JAN-2006 FRGS 15,000.00 -
39 Detection Of Abnormal Sperm Motility With Deep Learning In Microscopic Videos (Uic241548) Member 01-NOV-2024 31-OCT-2025 PADANAN ANTARABANGSA 12,000.00 On-Going
40 Detection Of Abnormal Sperm Motility With Deep Learning In Microscopic Videos (Rdu242746) Member 01-NOV-2024 31-OCT-2025 ANTARABANGSA 12,000.00 On-Going
41 Fish Farmers Community Program - Implementation Of Advanced Isensefishery Technology For Efficient River Fish Farming Member 15-OCT-2024 14-OCT-2025 INOVASI SOSIAL UNIVERSITI 30,000.00 On-Going
42 Development Of Enhanced Algorithms For Human Gait Activity Detection And Classification In Real-World Environments Using Deep Learning Approach And Fusion Of Data From The Global Positioning System And Inertial Measurement Unit. Member 25-DEC-2023 24-DEC-2025 GERAN DALAM 20,000.00 On-Going
43 Development Of A Capacitance-Based Humidity Evaluation System With Temperature Monitoring For Paddy Seed. Member 01-AUG-2023 31-JUL-2025 PEMBANGUNAN PRODUK 34,500.00 On-Going
44 Development Of An Iot System For Temperature And Humidity Monitoring In Madacorp Paddy Seed Production Plant, Kedah (Uic230818) Member 01-AUG-2023 31-JUL-2024 PADANAN INDUSTRI 35,000.00 On-Going
45 Development Of An Iot System For Temperature And Humidity Monitoring In Madacorp Paddy Seed Production Plant, Kedah (Rdu232406) Member 01-AUG-2023 31-JUL-2024 INDUSTRI 35,000.00 On-Going
46 Investigation On The Non-Invasive Detection Of LungCancer Biomarkers Using A Portable Fibre OpticsSurface Plasmon Resonance Biosensor Member 15-DEC-2022 14-DEC-2024 GERAN DALAM 40,000.00 On-Going
47 Formulation Of New Enhancement Of Deep Neural Network Based On Selective Mitigation Algorithm To Minimize Soft Error Reliability Member 07-SEP-2021 06-SEP-2023 FRGS 79,750.00 -
48 Formulation Of Deepfake Detection Algorithm Using Cascade Convolution Neural Network And Long Short Term Memory Network In Face Manipulation Videos Member 07-SEP-2021 06-SEP-2023 FRGS 60,400.00 -
49 Development Of Heavy-Duty Portable Suction Device For Cupping Therapy Member 01-DEC-2020 30-NOV-2022 PEMBANGUNAN PRODUK 34,900.00 -
50 Detection And Classification Algorithm To Elucidate Zebrafish Larvae Behavior Using Image Processing Member 20-OCT-2020 19-OCT-2022 GERAN DALAM 23,000.00 -
51 Adaptive Deep Learning Residual Network Algorithm For Aerial View Image Classification For Agriculture Application Member 20-OCT-2020 19-OCT-2022 GERAN DALAM 25,000.00 -
52 Modeling Of Audio-Visual Speech Recognition Architecture Using Deep Learning Techniques Member 15-OCT-2020 14-OCT-2022 GERAN DALAM 26,400.00 -
53 Anomaly Detection Algorithm From Video Based On Deep Learning Technique For Prevention Of Industrial Accidents Member 15-OCT-2020 14-OCT-2022 GERAN DALAM 24,400.00 -
54 Modelling Of Children Activity Recognition Using Deep Learning Member 15-OCT-2020 14-OCT-2022 GERAN DALAM 20,740.00 -
55 An Ontology Model For Iot Interoperability To Overcoming The Heterogeneous Big Data In Smart Healthcare Heart Disease Member 30-DEC-2019 29-MAR-2022 GERAN DALAM 24,000.00 -
56 A New Local Feature Descriptor Based On Directional Structure Map For The Hotspot Detection In A Large-Scale Photovoltaic System Member 01-SEP-2019 31-MAY-2022 FRGS 67,800.00 -
57 Numerical Approach For Thermal-Visible Light Image Enhancement Member 01-MAR-2019 28-MAY-2021 GERAN DALAM 21,800.00 -
58 Development Of Eeg-Based Computer Assistive Device Controlled Using Brain-Computer Interface (Bci) Technique Member 30-APR-2018 29-JUL-2020 GERAN DALAM 31,000.00 -
59 To Build Stem Lab Facilities And Run Stem Based Activities For The Pekan, Pahang Community Member 01-DEC-2017 30-NOV-2018 ANTARABANGSA 30,342.60 -
60 Mdec Digital Maker Movement Digital Maker Hub Grant Member 15-SEP-2017 14-SEP-2018 INDUSTRI 18,000.00 -
61 Development Of A Stationary Wavelet Transform Thermal-Visible Image Fusion Sensor For Human Detection And Tracking Member 30-JUN-2017 29-JUN-2019 GERAN DALAM 20,000.00 -
62 Covered Face Detection Using Ellipse Fitting Algorithm For Atm Surveillance Member 30-JUN-2017 29-JUN-2019 GERAN DALAM 20,000.00 -
63 Interventions To Enhance Fishermen Value Chain Towards Sustainability In Kuala Pahang Member 28-JUN-2017 27-JUN-2019 FLAGSHIP 180,000.00 -
64 A System With Parametric Optimization Model Using Uwb Wearable-Multilayer Antenna For Domestic And Low-Cost Breast Health Check-Up Member 20-JUN-2017 19-JUN-2019 GERAN DALAM 27,500.00 -
65 On-Site Condition Monitoring Of Pv Modules Assisted By Aerial Thermographic Image Analysis Member 20-JUN-2017 19-JUN-2019 GERAN DALAM 21,000.00 -
66 Pattern Recognition Modelling For Muscle Fatigue During Islamic Prayer (Solat) Using Surface Electromyography (Semg) Member 20-JUN-2017 19-JUN-2019 GERAN DALAM 20,000.00 -
67 A Commercialized Prototype Unit Based On Odor Detection Using Cbr Intelligent Technique Member 16-NOV-2016 15-NOV-2017 UMPSA PRE-COMMERCIALIZATION 116,000.00 -
68 A Prototype Of Intelligent System Using Chemical Sensor Array For Engine Lubricating Oil Classification Member 01-OCT-2015 30-SEP-2017 GERAN DALAM 30,668.00 -
69 Development Of Brain And Voice Signatures To Enhance The Security System In Universiti Malaysia Pahang Member 25-OCT-2014 24-OCT-2016 GERAN DALAM 29,000.00 -
70 Development Of Comprehensive Unattended Child Warning And Feedback System In Vehicle Member 05-JUN-2014 04-JUN-2016 GERAN DALAM 22,200.00 -
71 Design And Development Of Alternative Power Generation System From Heat Sources Member 25-APR-2014 24-APR-2016 GERAN DALAM 22,500.00 -
72 A New Marker-Less Upper Limbs Detection And Motion Tracking Algorithm Based On Kinects 3d Data Member 01-DEC-2013 30-NOV-2015 FRGS 54,000.00 -
73 Musk Lime Clarification Base On Color Image Processing Member 01-DEC-2013 30-NOV-2015 GERAN DALAM 15,500.00 -
74 Development Of Condition Monitoring System For Overhead Power Line Transmissions Based On Infrared Image Analysis Member 01-DEC-2013 30-NOV-2015 GERAN DALAM 17,300.00 -
75 A New Samping Technique For And Unscented Fastslam In Solving A Simulteneous Localization And Mappng (Slam) Problem Member 01-DEC-2013 30-NOV-2015 GERAN DALAM 25,500.00 -
76 A New Marker-Less Detection And Motion Tracking Methods Of Human'S Upper Body Based On Kinetic'S 3d Data Member 25-NOV-2013 24-NOV-2015 GERAN DALAM 12,500.00 -
77 Development Of Integrated Near-Infrared Illuminants To Optimized Hand Vein Imaging Member 25-NOV-2013 24-MAY-2016 GERAN DALAM 13,500.00 -
78 Development Of An Intelligent System For Agarwood Detection Using Case-Based Reasoning Technique Member 01-NOV-2013 30-APR-2016 GERAN DALAM 34,000.00 -
79 Formulation Of A New Learing And Modification Of Learing Algorithm Improve Weighted Kernel Regression (Wkr) For The Case Of Regression Problem With Limied And Noisy Training Samples Member 17-SEP-2013 16-SEP-2015 RAGS 55,842.00 -
80 Development Of An Intelligent System To Detect Human Presence In A Closed Compartment For Safety Purpose Member 01-AUG-2013 31-JUL-2015 GERAN DALAM 13,500.00 -
81 Intelligent Classification System Using Case-Based Reasaning Technique To Technique To Detect Ammonia Gas Using K-Nn And Ann As Retrieval Method Based On E-Nose Sensor Centroid Feature Extraction Approach Member 01-JUN-2013 31-MAY-2015 ERGS 100,050.00 -
82 An Improved Vector Evaluated Particle Swarm Optimization Algorithm By Incorporating A Non-Dominated Solution For Multi-Objective Optimization Problems Member 15-DEC-2012 14-DEC-2014 RAGS 55,000.00 -
83 A Study On The Contribution Of Nearest-Neighbor Thermodynamic Parameters To The Dna Sequences Generated By Ant Colony System (Acs) Algorithm Member 15-DEC-2012 14-DEC-2014 RAGS 55,000.00 -
84 A New Robust Object Tracking Algorithm Using Sparse Approximation Method Member 15-DEC-2012 14-DEC-2014 RAGS 50,000.00 -
85 Autonomous Bomb Defusing Robot Based On Vision System Member 01-JUN-2012 31-MAY-2015 GERAN DALAM 34,456.00 -
86 Development Of An Intelligent System For Biomedical Engineering The Automatic Detection And Quantification Of Pus Cells And Epithelial Cells For Sputum Quality Testing Member 01-JUN-2012 31-MAY-2014 GERAN DALAM 23,500.00 -
87 Wind And Solar Renewable Energy Member 01-JUN-2012 31-DEC-2012 CONTRACT RESEARCH PROJECT 584,000.00 -
88 Ensemble Mobile Platform For Innovative Digital Economy Environment - Resilient Resource Management And Cognitive Sensing For Ensemble Mobile Device Member 27-DEC-2011 26-DEC-2014 LRGS 192,480.00 -
89 New Design Of High Efficiency Led Lighting System Member 15-AUG-2011 15-FEB-2014 GERAN DALAM 40,000.00 -
90 Automatic Intelligent Thermal Imaging System (Aitis) In Airport For Flue Detection Member 01-JUL-2011 01-JUL-2013 GERAN DALAM 40,000.00 -
91 Development Of Colour Measuring Instrument For Canned Pineapple Using Image Processing Technique Member 01-JUL-2011 01-JUL-2013 GERAN DALAM 23,500.00 -
92 Study Of Optimization Techniques To Optimize Loses By Distributed Generation In Distribution Networks Member 01-APR-2010 31-MAR-2012 FRGS 52,240.00 -
93 A Study Of Hybrid Input Shaping And Nominal Characteristic Trajectory Following (Nctf) Controller For Sway Suppression Of Overhead Crane Member 01-APR-2010 30-SEP-2012 FRGS 48,000.00 -
94 Bi-Directional Converter For High Power Member 01-DEC-2009 30-MAY-2012 GERAN DALAM 40,000.00 -
95 Integrated Network Security System For Industry Security Member 01-MAY-2009 30-APR-2011 GERAN DALAM 39,700.00 -
96 Computational Intelligence Application To Malaysian Power System Member 01-MAY-2009 31-AUG-2010 GERAN DALAM 40,000.00 -
97 Non Destructive Test Of Pineapple Maturity Using Vision System Member 01-AUG-2008 31-JUL-2009 GERAN DALAM 13,500.00 -
98 Development Of A Machine Vision System For Oil Palm Fruits Grading Member 03-SEP-2007 09-FEB-2008 GERAN DALAM 19,800.00 -
No Project Customer Start Date End Date Project Amount (RM)
No Type Name Registration No File Date
1 Copyright Landslide Monitoring Based On Signal Processing Method LY2023C06544 21-DEC-2023
2 Copyright Thermal Visible Image Fusion COPYRIGHT 05-FEB-2016
3 Utility Innovation A Method For Detecting Parasitic Worms UI 2013701513 27-AUG-2013
4 Patent A Method For Grading Fruits And System Thereof 20093812 14-SEP-2009
No Description

* Data sehingga 11 April 2019

No Professional Bodies (Association/Other Association) Start Date End Date Level
1 THE INSTITUTION OF ENGINEERS, MALAYSIA (IEM) 01/01/2018 31/12/2018 KEBANGSAAN
2 BOARD OF ENGINEERS MALAYSIA (BEM) 01/01/2023 31/12/2023 KEBANGSAAN
3 Institute of Electrical and Electronics Engineers 01/08/2016 03/08/2017 ANTARABANGSA
4 THE INSTITUTION OF ENGINEERING AND TECHNOLOGY (IET) 10/09/2015 10/09/2017 ANTARABANGSA
5 INSTITUTION OF ELECTRICAL ENGINEERS 10/09/2015 10/09/2017 NEGERI