PROFESOR IR. TS. DR. KAMARUL HAWARI BIN GHAZALI

	Contact No. : 094246029 Gender : MALE Nationality : MALAYSIA Current Positon : VK7-A-PROFESOR E-Mail : kamarul@ump.edu.my
ACADEMIC QUALIFICATION
. 2009 : IJAZAH KEDOKTORAN (DOCTORAL DEGREE), UNIVERSITI KEBANGSAAN MALAYSIA, BANGI . 2003 : IJAZAH SARJANA (MASTERS DEGREE), UTM
EXPERTISE
EXPERT AREA MAJOR YEARS OF EXPERTISE LEVEL ENGINEERING SCIENCE AND TECHNOLOGY COMPUTER VISION AND SYSTEM 10 SANGAT TINGGI ENGINEERING SCIENCE AND TECHNOLOGY THERMAL IMAGING AND APPLICATIONS 5 SANGAT TINGGI IMAGE PROCESSING AND PATTERN RECOGNITION - 7 SANGAT TINGGI SIGNAL ANALYSIS AND PROCESSING - 10 SANGAT TINGGI
EMPLOYMENT HISTORY
EMPLOYER POST JOIN DATE RESIGN DATE STATUS Sapura Digital Sdn. Bhd. ENGINEER 08/05/1996 20/05/1999 TETAP Yayasan Pelajaran Johor LECTURER 23/07/1999 20/09/2001 TETAP
RESEARCH
NO. TITLE ROLE START DATE END DATE STATUS 1. 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 Sedang Berjalan 2. SMART AQUACULTURE TVETeFEEDER: PRECISION FISH FEEDING MANAGEMENT FOR EMPLOYABILITY AND ECONOMIC ADVANCEMENT Leader 09-NOV-2023 08-NOV-2026 Sedang Berjalan 3. 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 Sedang Berjalan 4. DEVELOPMENT OF A CAPACITANCE-BASED HUMIDITY EVALUATION SYSTEM WITH TEMPERATURE MONITORING FOR PADDY SEED. Member 01-AUG-2023 31-JUL-2025 Sedang Berjalan 5. 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 Sedang Berjalan 6. DATA DRIVEN ADVANCED PID CONTROLLER FOR NONLINEAR MIMO SYSTEM BASED ON SAFE EXPERIMENTATION DYNAMICS METHOD Leader 15-JUL-2023 14-JUN-2026 Sedang Berjalan 7. INVESTIGATION ON THE NON-INVASIVE DETECTION OF LUNG CANCER BIOMARKERS USING A PORTABLE FIBRE OPTICS SURFACE PLASMON RESONANCE BIOSENSOR Member 15-DEC-2022 14-DEC-2024 Sedang Berjalan 8. INVESTIGATION OF WEARABLE FIBER OPTICS SERS SENSOR FOR CONTINUOUS, NON-INVASIVE AND REMOTE MONITORING OF DIABETES FROM SWEAT BASED GLUCOSE Leader 15-NOV-2022 14-NOV-2024 Sedang Berjalan 9. DEVELOPMENT OF VISION SOFTWARE CAR AIRCON VENT QUALITY INSPECTION Leader 01-SEP-2022 31-AUG-2023 Tamat (Perlu hantar laporan akhir) 10. 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 Tamat (Perlu hantar laporan akhir) 11. 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 Tamat (Perlu hantar laporan akhir) 12. 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 Tamat (Perlu hantar laporan akhir) 13. Development of heavy-duty portable suction device for cupping therapy Member 01-DEC-2020 30-NOV-2022 Tamat (Perlu hantar laporan akhir) 14. ADAPTIVE DEEP LEARNING RESIDUAL NETWORK ALGORITHM FOR AERIAL VIEW IMAGE CLASSIFICATION FOR AGRICULTURE APPLICATION Member 20-OCT-2020 19-OCT-2022 Tamat (Perlu hantar laporan akhir) 15. DETECTION AND CLASSIFICATION ALGORITHM TO ELUCIDATE ZEBRAFISH LARVAE BEHAVIOR USING IMAGE PROCESSING Member 20-OCT-2020 19-OCT-2022 Selesai (Mencapai Sebahagian KPI) 16. MODELING OF AUDIO-VISUAL SPEECH RECOGNITION ARCHITECTURE USING DEEP LEARNING TECHNIQUES Member 15-OCT-2020 14-OCT-2022 Tamat (Perlu hantar laporan akhir) 17. MODELLING OF CHILDREN ACTIVITY RECOGNITION USING DEEP LEARNING Member 15-OCT-2020 14-OCT-2022 Selesai (Mencapai Sebahagian KPI) 18. ANOMALY DETECTION ALGORITHM FROM VIDEO BASED ON DEEP LEARNING TECHNIQUE FOR PREVENTION OF INDUSTRIAL ACCIDENTS Member 15-OCT-2020 14-OCT-2022 Tamat (Perlu hantar laporan akhir) 19. DEEP LEARNING ALGORITHM DEVELOPMENT FOR LAND DEFORMATION SYSTEM (UIC201501) Leader 01-SEP-2020 30-SEP-2022 Tamat (Laporan akhir dikembalikan dan perlu dihantar semula) 20. DEEP LEARNING ALGORITHM DEVELOPMENT FOR LAND DEFORMATION SYSTEM (RDU202801) Leader 01-SEP-2020 30-SEP-2022 Tamat (Laporan akhir dikembalikan dan perlu dihantar semula) 21. JOINT PROJECT OF GNSS BASED LAND DEFORMATION MONITORING SYSTEM Leader 08-JUL-2020 31-DEC-2020 Tamat (Perlu hantar laporan akhir) 22. AN ONTOLOGY MODEL FOR IOT INTEROPERABILITY TO OVERCOMING THE HETEROGENEOUS BIG DATA IN SMART HEALTHCARE HEART DISEASE Member 30-DEC-2019 29-MAR-2022 Tamat (Perlu hantar laporan akhir) 23. DEEP LEARNING FOR OIL PALM TREE AUDIT Leader 15-OCT-2019 14-OCT-2022 Tamat (Perlu hantar laporan akhir) 24. 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 Selesai (Tidak Mencapai KPI) 25. Development of GNSS Joint Lab and Beidou Satellite Promotion in South East Asia Country Leader 01-APR-2019 30-JUN-2021 Tamat (Perlu hantar laporan akhir) 26. NUMERICAL APPROACH FOR THERMAL-VISIBLE LIGHT IMAGE ENHANCEMENT Member 01-MAR-2019 28-MAY-2021 Tamat (Perlu hantar laporan akhir) 27. DEVELOPMENT OF EEG-BASED COMPUTER ASSISTIVE DEVICE CONTROLLED USING BRAIN-COMPUTER INTERFACE (BCI) TECHNIQUE Member 30-APR-2018 29-JUL-2020 Selesai (Mencapai Semua KPI) 28. To Build STEM Lab Facilities and Run STEM Based Activities for the Pekan, Pahang Community Member 01-DEC-2017 30-NOV-2018 Selesai (Mencapai Semua KPI) 29. MDeC Digital Maker Movement Digital Maker Hub Grant Member 15-SEP-2017 14-SEP-2018 Selesai (Mencapai Semua KPI) 30. Development of a stationary wavelet transform thermal-visible image fusion sensor for human detection and tracking Member 30-JUN-2017 29-JUN-2019 Selesai (Mencapai Semua KPI) 31. COVERED FACE DETECTION USING ELLIPSE FITTING ALGORITHM FOR ATM SURVEILLANCE Member 30-JUN-2017 29-JUN-2019 Selesai (Mencapai Semua KPI) 32. Interventions to Enhance Fishermen Value Chain Towards Sustainability In Kuala Pahang Member 28-JUN-2017 27-JUN-2019 Selesai (Mencapai Semua KPI) 33. Early Detection Monitoring on Bearing Motor Fault using Infrared Thermography Leader 20-JUN-2017 19-JUN-2019 Tamat (Tutup Projek) 34. 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 Selesai (Mencapai Semua KPI) 35. Pattern Recognition Modelling for Muscle Fatigue during Islamic Prayer (Solat) using Surface Electromyography (sEMG) Member 20-JUN-2017 19-JUN-2019 Selesai (Mencapai Semua KPI) 36. ON-SITE CONDITION MONITORING OF PV MODULES ASSISTED BY AERIAL THERMOGRAPHIC IMAGE ANALYSIS Member 20-JUN-2017 19-JUN-2019 Selesai (Mencapai Semua KPI) 37. Intelligent CCTV System For Smart Monitoring Auto Teller Machine Leader 01-MAR-2017 01-MAR-2019 Tamat (Tutup Projek) 38. A COMMERCIALIZED PROTOTYPE UNIT BASED ON ODOR DETECTION USING CBR INTELLIGENT TECHNIQUE Member 16-NOV-2016 15-NOV-2017 Tamat (Perlu hantar laporan akhir) 39. 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 Tamat (Perlu hantar laporan akhir) 40. A Prototype of Intelligent System using Chemical Sensor Array for Engine Lubricating Oil Classification Member 01-OCT-2015 30-SEP-2017 Tamat (Tutup Projek) 41. Condition Monitoring System of Motor Fault using Thermal Image Processing Technique Leader 15-MAR-2015 14-MAR-2018 Tamat (Tutup Projek) 42. Early Detection of High Water Saturation Spots for Landslide Prediction using Thermal Imaging Analysis Leader 15-MAR-2015 14-MAR-2017 Tamat (Tutup Projek) 43. Development of Brain and Voice Signatures to Enhance the Security System in Universiti Malaysia Pahang Member 25-OCT-2014 24-OCT-2016 Tamat (Tutup Projek) 44. Mathematical Model for Real Time Human Segmentation using Thermal Image Camera Leader 25-OCT-2014 24-OCT-2017 Tamat (Tutup Projek) 45. Development of Comprehensive Unattended Child Warning and Feedback System in Vehicle Member 05-JUN-2014 04-JUN-2016 Tamat (Tutup Projek) 46. Early Detection of Spots High Water Saturation for Landslide Prediction using Thermal Imaging Analysis Leader 25-APR-2014 24-APR-2016 Tamat (Tutup Projek) 47. Design and Development of Alternative Power Generation System from Heat Sources Member 25-APR-2014 24-APR-2016 Tamat (Tutup Projek) 48. Crowd Behaviour Analysis using Social Force Model Leader 25-FEB-2014 24-FEB-2017 Tamat (Tutup Projek) 49. Improving Plant Safety on Gas Leakage Detection Using Thermal Imaging System Leader 15-FEB-2014 14-FEB-2016 Selesai (Mencapai Semua KPI) 50. Musk Lime Clarification Base on Color Image Processing Member 01-DEC-2013 30-NOV-2015 Tamat (Perlu hantar laporan akhir) 51. New Fast Multiscale Algorithm Based on Power Law Approximation for Pedestrian Detection Leader 01-DEC-2013 30-NOV-2015 Selesai (Tidak Mencapai KPI) 52. Development of Condition Monitoring System for Overhead Power Line Transmissions Based on Infrared Image Analysis Member 01-DEC-2013 30-NOV-2015 Tamat (Tutup Projek) 53. A New Marker-less Upper Limbs Detection and Motion Tracking Algorithm Based on Kinects 3D Data Member 01-DEC-2013 30-NOV-2015 Selesai (Tidak Mencapai KPI) 54. A New Samping Technique for and Unscented FastSLAM in Solving a Simulteneous Localization and Mappng (SLAM) Problem Member 01-DEC-2013 30-NOV-2015 Tamat (Perlu hantar laporan akhir) 55. Development of Integrated Near-Infrared Illuminants to Optimized hand Vein Imaging Member 25-NOV-2013 24-MAY-2016 Tamat (Tutup Projek) 56. 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 Selesai (Mencapai Semua KPI) 57. Development of an Intelligent System for Agarwood Detection using Case-based Reasoning Technique Member 01-NOV-2013 30-APR-2016 Tamat (Perlu hantar laporan akhir) 58. 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 Tamat (Tutup Projek) 59. Development of an Intelligent System to Detect Human Presence in a Closed Compartment for Safety Purpose Member 01-AUG-2013 31-JUL-2015 Tamat (Perlu hantar laporan akhir) 60. 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 Selesai (Tidak Mencapai KPI) 61. Smart Night Vision System for Detecting Intruders in Restricted Area using Thermal Imaging Leader 01-APR-2013 31-MAR-2015 Tamat (Tutup Projek) 62. 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 Selesai (Mencapai Semua KPI) 63. A New Robust Object Tracking Algorithm using sparse Approximation Method Member 15-DEC-2012 14-DEC-2014 Selesai (Mencapai Semua KPI) 64. 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 Selesai (Mencapai Semua KPI) 65. Automatic Parasitic Worm Detection Worm Detection Using Microscope Images Leader 15-JUN-2012 14-MAY-2014 Tamat (Tutup Projek) 66. Autonomous Bomb Defusing Robot based on vision System Member 01-JUN-2012 31-MAY-2015 Tamat (Perlu hantar laporan akhir) 67. 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 Tamat (Perlu hantar laporan akhir) 68. WIND AND SOLAR RENEWABLE ENERGY Member 01-JUN-2012 31-DEC-2012 Tamat (Perlu hantar laporan akhir) 69. 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 Tamat (Perlu hantar laporan akhir) 70. 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 Tamat (Perlu hantar laporan akhir) 71. New Design of High Efficiency LED Lighting System Member 15-AUG-2011 15-FEB-2014 Tamat (Tutup Projek) 72. Development of Colour Measuring Instrument for Canned Pineapple Using Image Processing Technique Member 01-JUL-2011 01-JUL-2013 Selesai (Mencapai Semua KPI) 73. Automatic Intelligent Thermal Imaging System (AITIS) in Airport for Flue Detection Member 01-JUL-2011 01-JUL-2013 Tamat (Perlu hantar laporan akhir) 74. Multi-Microcontroller Evaluation Tool for Education in Embedded Control Technology: the UMP-EVT Leader 15-APR-2011 14-JUL-2011 Tamat (Tutup Projek) 75. Multi-Microcontroller Evaluation Tool for Education in Embedded Control Technology: the UMP-EVT Leader 15-APR-2011 14-JUL-2011 Tamat (Tutup Projek) 76. Multi-Microcontroller Evaluation Tool for Education in Embedded Control Technology: the UMP-EVT Leader 15-APR-2011 14-JUL-2011 Tamat (Tutup Projek) 77. An Effective Vision-Based Line Detection Approach for Driver Assistance Leader 01-APR-2011 18-OCT-2012 Tamat (Tutup Projek) 78. Non Contact Facial Screening Technique for Fever Detection Using Face Detection and Temperature Thresholding Technique Leader 01-APR-2011 14-MAR-2013 Tamat (Tutup Projek) 79. 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 Selesai (Mencapai Semua KPI) 80. An FPGA Implementation of Flexible, Parallel Image Processing Architecture Suitable For Embedded Vision Systems Leader 01-AUG-2010 31-JUL-2013 Tamat (Tutup Projek) 81. Study of Optimization Techniques to Optimize Loses by Distributed Generation in Distribution Networks Member 01-APR-2010 31-MAR-2012 Selesai (Mencapai Semua KPI) 82. 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 Selesai (Mencapai Semua KPI) 83. Bi-Directional Converter for High Power Member 01-DEC-2009 30-MAY-2012 Tamat (Perlu hantar laporan akhir) 84. Crowd Movement Detection For Automated Surveillance Camera System Leader 01-MAY-2009 31-DEC-2010 Selesai (Mencapai Semua KPI) 85. Computer Vision Based Driver Assistance Systems-Development Of Drowsiness Detector Leader 01-MAY-2009 30-APR-2010 Selesai (Mencapai Semua KPI) 86. Computational Intelligence Application To Malaysian Power System Member 01-MAY-2009 31-AUG-2010 Tamat (Perlu hantar laporan akhir) 87. Integrated Network Security System For Industry Security Member 01-MAY-2009 30-APR-2011 Tamat (Perlu hantar laporan akhir) 88. Non Destructive Test of Pineapple Maturity Using Vision System Member 01-AUG-2008 31-JUL-2009 Selesai (Mencapai Semua KPI) 89. Development of a Machine Vision System For Oil Palm Fruits Grading Member 03-SEP-2007 09-FEB-2008 Selesai (Mencapai Semua KPI) 90. Automatic Controller Design For SMI Production Station. Leader 01-FEB-2005 31-JAN-2006 Selesai (Mencapai Semua KPI)
PUBLICATION
TYPE PUBLICATION TARIKH PENERBITAN TYPE OF CONTRIBUTION REFEREED PUBLICATION JOURNAL CROWD BEHAVIOR MONITORING USING SELF-ADAPTIVE SOCIAL FORCE MODEL 04/01/2019 AUTHOR JOURNAL CHANNEL ESTIMATION FOR AMPLIFY-AND-FORWARD RELAY, NETWORK IN HIGH DOPPLER SPREAD 06/04/2016 100 JOURNAL Development of Comprehensive Unattended Child Warning and Feedback System in Vehicle 20/12/2016 80% as main author and project leader. 20% come from group members. JOURNAL Development of Online Vehicle Plate Recognition System 01/01/2016 60% / Project leader JOURNAL Early Detection of Spots High Water Saturation for Landslide Prediction Using Thermal Imaging Analysis 05/01/2016 100 CONFERENCE PAPER Development of Online Vehicle Plate Recognition System 28/10/2015 50% as main author and project supervisor 50% come from student final year project JOURNAL 'ON THE COOPERATIVE AND DOPPLER DIVERSITY FOR AMPLIFY-ANDFORWARD RELAY NETWORK 16/12/2015 100 JOURNAL ABNORMALITY DETECTION AND LOCALIZATION USING MODIFIED SFM 22/12/2015 100% Main Author JOURNAL Finding region of interest in the infrared image of electrical installation 31/07/2015 95%, Main author, corresponding author CONFERENCE PAPER Evaluation on Performances of Carrier-based PWM for Z-source Five Leg Inverter 27/06/2014 100% JOURNAL Feature extraction and classification for detecting the thermal faults in electrical installations 30/11/2014 100% JOURNAL An Open Loop Evaluation of Five-Phase Z-source Inverter 30/09/2013 100% BOOK CHAPTER MOTION DETECTION USING HORN-SCHUNCK OPTICAL FLOW 16/12/2012 100% Main Author CONFERENCE PAPER Z-source inverter Pulse Width Modulation – A survey 28/07/2011 100% JOURNAL MOTION DETECTION FOR PC-BASED ON SECURITY SYSTEM BY USING OPTICAL FLOW 13/12/2011 100% Main Author NON-REFEREED PUBLICATION JOURNAL Development of Online Vehicle Plate Recognition System 30/01/2016 40% as main author. 50% come from second author as a student for degree final year project 10% come from group members