PROF MADYA IR. TS. DR. MOHD ZAMRI BIN IBRAHIM

	Contact No. : 094246060 Gender : MALE Nationality : MALAYSIA Current Positon : DS54-A-PROFESOR MADYA E-Mail : zamri@ump.edu.my
ACADEMIC QUALIFICATION
. 2014 : IJAZAH KEDOKTORAN (DOCTORAL DEGREE), LOUGHBOROUGH UNIVERSITY, UK . 2008 : IJAZAH SARJANA (MASTERS DEGREE), UNIVERSITI TEKNOLOGI MALAYSIA (SKUDAI) . 2004 : IJAZAH SARJANA MUDA (BACHELOR DEGREE), UNIVERSITI TEKNOLOGI MALAYSIA (SKUDAI)
EXPERTISE
EXPERT AREA MAJOR YEARS OF EXPERTISE LEVEL ARTIFICIAL INTELLIGENCE MACHINE LEARNING 13 SANGAT TINGGI COMPUTATIONAL METHODOLOGY AND COMPLEXITIES ARTIFICIAL INTELIGENT, DSP 13 SANGAT TINGGI COMPUTER HARDWARE AND ELECTRONIC EQUIPMENT IMAGE AND SIGNAL PROCESSING 13 SANGAT TINGGI ECONOMICS PROJECT MANAGEMENT,COST REDUCTION,PLANNING 6 TINGGI IMAGE PROCESSING AND PATTERN RECOGNITION IMAGE AND SIGNAL PROCESSING 13 SANGAT TINGGI INFORMATION, COMPUTER AND COMMUNICATION TECHNOLOGY C++,C#,VB, PHP,SQL PROGRAMMING 13 SANGAT TINGGI
EMPLOYMENT HISTORY
EMPLOYER POST JOIN DATE RESIGN DATE STATUS Hewlett-Packard Malaysia Technology Sdn. Bhd. ENGINEER 15/08/0004 30/06/0006 2 Venigo Sdn Bhd PENGARAH 03/01/2017 21/10/2019 SEMENTARA
RESEARCH
NO. TITLE ROLE START DATE END DATE STATUS 1. DETECTION OF ABNORMAL SPERM MOTILITY WITH DEEP LEARNING IN MICROSCOPIC VIDEOS (RDU242746) Leader 15-SEP-2024 14-SEP-2025 Sedang Berjalan 2. DETECTION OF ABNORMAL SPERM MOTILITY WITH DEEP LEARNING IN MICROSCOPIC VIDEOS (UIC241548) Leader 15-SEP-2024 14-SEP-2025 Sedang Berjalan 3. AUTOMATED CONTAINER NUMBER RECOGNITION USING IMAGE ENHANCEMENT AND DARKNET YOLOV4 Member 01-SEP-2024 31-AUG-2026 Sedang Berjalan 4. FORMULATION OF NEW FACIAL NERVE PARALYSIS (FNP) ALGORITHM USING DEEP CONVOLUTIONAL NEURAL NETWORK WITH DEVELOPED DATABASE. Member 25-DEC-2023 24-DEC-2025 Sedang Berjalan 5. FORMULATION OF DEEP LEARNING-BASED METAHEURISTIC ALGORITHM FOR BREAST CANCER CLASSIFICATION Member 25-DEC-2023 24-DEC-2025 Sedang Berjalan 6. STUDY ON KINETICS AND REACTION MECHANISM OF ANTIMICROBIAL ACTIVITY OF PINEAPPLE FRUIT AND PEEL EXTRACTS AGAINST BACTERIA AND FUNGI. Member 25-DEC-2023 24-DEC-2025 Sedang Berjalan 7. AN IMPROVED VEIN SEGMENTATION USING ATTENTION MECHANISMS IN A DEEP LEARNING MODEL Member 15-DEC-2022 14-DEC-2024 Sedang Berjalan 8. INVESTIGATION OF THE VEHICLE DRIVING TRAJECTORY DURING TURNING AT THREE-LEG JUNCTION ON DUAL CARRIAGEWAY ROAD Member 01-JUL-2022 30-JUN-2023 Tamat (Perlu hantar laporan akhir) 9. 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) 10. FORMULATION OF DEEPFAKE DETECTION ALGORITHM USING CASCADE CONVOLUTION NEURAL NETWORK AND LONG SHORT TERM MEMORY NETWORK IN FACE MANIPULATION VIDEOS Leader 07-SEP-2021 06-SEP-2023 Tamat (Perlu hantar laporan akhir) 11. A NOVEL DEEPFAKE DETECTION ALGORITHM USING CASCADE CONVOLUTION NEURAL NETWORK (CNN) AND LONG SHORT TERM MEMORY (LSTM) NETWORK IN FACE MANIPULATION VIDEOS Leader 01-JUN-2021 31-MAY-2024 Tamat (Perlu hantar laporan akhir) 12. VISION BASED INTELLIGENT TRAFFIC MONITORING SYSTEM Leader 01-MAR-2021 31-AUG-2022 Tamat (Perlu hantar laporan akhir) 13. HUMAN-OBJECT INTERACTION APPROACH FOR HUMAN ACTIVITY RECOGNITION USING DEEP LEARNING Leader 10-DEC-2020 09-DEC-2023 Tamat (Perlu hantar laporan akhir) 14. FORMULATION OF ANOMALY DETECTION ALGORITHM FROM VIDEO BASED ON DEEP LEARNING TECHNIQUE FOR PREVENTION OF INDUSTRIAL ACCIDENTS Leader 10-DEC-2020 09-DEC-2022 Tamat (Perlu hantar laporan akhir) 15. DEVELOPMENT OF ARRAY ANTENNA FOR UHF RFID READER Member 01-DEC-2020 30-NOV-2022 Selesai (Mencapai Sebahagian KPI) 16. Intelligent Vehicle Monitoring System for SmartCampus Leader 01-DEC-2020 30-NOV-2022 Tamat (Perlu hantar laporan akhir) 17. EVALUATION OF MAKHRAJ SPEECH EMISSION POINTS BASED ON MEL-FREQUENCY CEPSTRUM COEFFICIENT (MFCC) Member 10-NOV-2020 09-NOV-2022 Selesai (Tidak Mencapai KPI) 18. INTELLIGENT VISION SYSTEM FOR IDENTIFICATION OF MASSIVE AND CLUTTERED PARTS Member 01-NOV-2020 31-OCT-2022 Selesai (Tidak Mencapai KPI) 19. MULTI-ANGLE FACE RECOGNITION USING DEEP LEARNING FOR REAL-TIME EDGE COMPUTING PLATFORM Member 20-OCT-2020 19-OCT-2022 Tamat (Laporan akhir dikembalikan dan perlu dihantar semula) 20. FORMULATION OF MACHINE LEARNING MODEL TO CLASSIFY KINEMATICS DATA OF HUMAN DAILY ACTIVITIES Member 20-OCT-2020 19-OCT-2022 Selesai (Tidak Mencapai KPI) 21. DETECTION AND CLASSIFICATION ALGORITHM TO ELUCIDATE ZEBRAFISH LARVAE BEHAVIOR USING IMAGE PROCESSING Member 20-OCT-2020 19-OCT-2022 Selesai (Mencapai Sebahagian KPI) 22. MODELING OF AUDIO-VISUAL SPEECH RECOGNITION ARCHITECTURE USING DEEP LEARNING TECHNIQUES Leader 15-OCT-2020 14-OCT-2022 Tamat (Perlu hantar laporan akhir) 23. 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) 24. MODELLING OF CHILDREN ACTIVITY RECOGNITION USING DEEP LEARNING Member 15-OCT-2020 14-OCT-2022 Selesai (Mencapai Sebahagian KPI) 25. 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) 26. Project Nature @ UMP STEM Lab Member 01-SEP-2019 01-DEC-2021 Selesai (Mencapai Semua KPI) 27. Prototype Low-Cost IoT Enabled Light Switches with Smart Device Connectivity Member 25-AUG-2017 24-AUG-2019 Tamat (Laporan akhir dalam semakan) 28. Development of checkerboard algorithm for alignment and projection image in hand vein exposure system Member 30-JUN-2017 29-JUN-2019 Selesai (Tidak Mencapai KPI) 29. 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) 30. A FUNDAMENTAL STUDY ON THE CIRCULAR POLARIZATION ANTENNA FOR RFID UHF READER Member 15-MAY-2017 14-MAY-2019 Selesai (Mencapai Semua KPI) 31. A Novel Adaptive Fusion Audiovisual Speech Recognition Algorithm using Combination of Statistic Moments and Linear Quadratic Estimation in Noisy Environment Leader 01-AUG-2016 31-JUL-2019 Selesai (Mencapai Semua KPI) 32. Geometric Modelling of Cutting Tool Inclination Angles for B-spline Freeform Surfaces in Four-Axis Machining Processes Member 01-AUG-2016 31-JUL-2018 Selesai (Tidak Mencapai KPI) 33. Simulation routines using programming algorithms for the application of CNC machining in rapid manufacturing Member 01-DEC-2015 30-NOV-2017 Selesai (Mencapai Semua KPI) 34. A fundamental study on the mechanism of the cold plasma jet for bacteria inactivation on human cell Leader 01-OCT-2015 30-SEP-2017 Selesai (Tidak Mencapai KPI) 35. NATURAL LIP BALM (Dr.Kinz-LIP BALM) Member 01-SEP-2015 01-SEP-2016 Selesai (Mencapai Semua KPI) 36. Development of Weather Change Analyzer (WCA) for Dragon Fruit Farming Using Reliable Wireless Transfer Protocol Leader 01-MAY-2009 30-APR-2011 Selesai (Mencapai Semua KPI) 37. Development of Multi-Parameter Data Logger System for Water Quality Measurement Member 01-MAY-2009 28-FEB-2011 Selesai (Mencapai Semua KPI) 38. Development of Mobile Phone Qibla and Prayer Time Finder Using External Global Positional System (GPS) and Digital Compass System Leader 01-MAY-2009 30-APR-2011 Tamat (Tutup Projek) 39. Integrated Network Security System For Industry Security Member 01-MAY-2009 30-APR-2011 Tamat (Perlu hantar laporan akhir) 40. Real-Time Embedded Face Recognition System Member 01-MAY-2009 30-OCT-2011 Selesai (Mencapai Semua KPI) 41. Production Of Bio-Composite Film For Packaging Applications Member 01-MAY-2009 31-JUL-2010 Selesai (Mencapai Semua KPI) 42. Development Of Universal Qiblat Finder Using Digital Compass And Global Positioning System Leader 03-SEP-2007 09-FEB-2008 Selesai (Mencapai Semua KPI)
PUBLICATION
TYPE PUBLICATION TARIKH PENERBITAN TYPE OF CONTRIBUTION REFEREED PUBLICATION JOURNAL A Systematic Review of Deep Learning Microalgae Classification and Detection 26/05/2023 Co-author JOURNAL Lane Detection in Autonomous Vehicles: A Systematic Review 05/01/2023 Co-author JOURNAL Three-Dimensional Convolutional Approaches for the Verification of Deepfake Videos: The Effect of Image Depth Size on Authentication Performance 24/05/2023 Corresponding author CONFERENCE PAPER Dorsal Hand Vein Segmentation Using Vein-Generative Adversarial Network (V-GAN) Model 11/02/2022 Co-author CONFERENCE PAPER Dorsal hand vein segmentation using Vein-Generative Adversarial Network (V-GAN) Model 01/04/2022 Co-author CONFERENCE PAPER Estimation of Volume and Weight of Apple by Using 2D Contactless Computer Vision Measuring Method 16/11/2022 Corresponding author CONFERENCE PAPER Human Behaviors Classification Using Deep Learning Technique 09/03/2022 Corresponding author CONFERENCE PAPER Implementation of Artificial Neural Network to Recognize Numbers from Voice 09/03/2022 Corresponding author CONFERENCE PAPER Malaysian Vehicle License Plate Recognition Using Deep Learning and Computer Vision 09/03/2022 Corresponding author CONFERENCE PAPER ZEBRAFISH LARVAE LOCOMOTOR ACTIVITY DETECTION USING CONVOLUTIONAL NEURAL NETWORK (CNN) 08/09/2022 MAIN AUTHOR JOURNAL A novel fern-like lines detection using a hybrid of pre-trained convolutional neural network model and Frangi filter 01/06/2022 Corresponding author JOURNAL KELULUT HONEY-FILLED POTS DETECTION USING IMAGE PROCESSING BASED TECHNIQUES 01/11/2022 Co-author JOURNAL Using cascade CNN-LSTM-FCNs to identify AI-altered video based on eye state sequence 15/12/2022 Corresponding author JOURNAL Dorsal Hand Vein Image Enhancement Using Fusion of CLAHE and Fuzzy Adaptive Gamma 27/09/2021 Co-author BOOK CHAPTER Bandwidth and Gain Enhancement of a Modified Ultra-wideband (UWB) Micro-strip Patch Antenna Using a Reflecting Layer 24/03/2020 Co-author BOOK CHAPTER Offline LabVIEW-Based EEG Signals Analysis to Detect Vehicle Driver Microsleep 24/04/2020 Co-author JOURNAL Camera-projector calibration for near infrared imaging system 01/02/2020 Co-author CONFERENCE PAPER EMG Activity of Leg Muscles with Knee Pain during Islamic Prayer (Salat) 01/04/2019 Co-author CONFERENCE PAPER Image Fusion based Multi Resolution and Frequency Partition Discrete Cosine Transform for Palm Vein Recognition 05/03/2019 Co-author JOURNAL WADA-W: A Modified WADA SNR Estimator for Audio-Visual Speech Recognition 01/01/2019 Co-author JOURNAL A Review of Audio-Visual Speech Recognition 03/07/2018 Co-author JOURNAL A Review of Finger Vein Recognition System 01/07/2018 Co-author JOURNAL A Review: Personal Identification Based on Palm Vein Infrared Pattern 03/07/2018 Co-author JOURNAL Blackbox Modelling of a 6 Rotor Helicopter, Journal of Telecommunication 04/04/2018 Co-author JOURNAL Circular Microstrip Patch Antenna for UHF RFID Reader 03/07/2018 Co-author JOURNAL Cloud-Based Routing Resource Allocation in Cognitive Radio Networks 03/07/2018 Co-author JOURNAL Cognitive Radio Based Optimal Channel Sensing for Resource Allocation in Communications 03/07/2018 Co-author JOURNAL Embedded Character Recognition System using Random Forest Algorithm for IC Inspection System 03/07/2018 Co-author JOURNAL Image Processing Analysis of Prevention for Mold Growth on Bread using Negative Ion Technology 03/07/2018 Corresponding author JOURNAL Muscle Activation Pattern of Upper and Lower Back Muscles during Islamic Prayer (Salat) 01/10/2018 Co-author BOOK CHAPTER A Comparison of Model Validation Techniques for Audio-Visual Speech Recognition 01/05/2017 Co-author BOOK CHAPTER Investigation of Dimensionality Reduction in a Finger Vein Verification System 01/05/2017 Co-author BOOK CHAPTER Palm Vein Recognition Using Scale Invariant Feature Transform with RANSAC Mismatching Removal 01/05/2017 Co-author JOURNAL Feature-Fusion based Audio-Visual Speech Recognition using Lip Geometry Features in Noisy Environment 01/10/2015 First author JOURNAL Geometrical-based lip-reading using template probabilistic multi-dimension dynamic time warping 01/07/2015 First author CONFERENCE PAPER A Lip Geometry Approach for Feature Fusion based Audio-Visual Speech Recognition 01/05/2014 Main author CONFERENCE PAPER Robust Geometrical-based Lip-reading using Hidden Markov Models 01/07/2013 Main author CONFERENCE PAPER Geometry based Lip Reading System using Multi Dimension Dynamic Time Warping 27/11/2012 Main author CONFERENCE PAPER Car monitoring using Bluetooth security system 01/09/2011 Co-author CONFERENCE PAPER Mobile Qibla and Prayer Time Finder using External GPS and Digital Compass 23/03/2010 Main author CONFERENCE PAPER Mobile Qibla and Prayer Time Finder using PDA and External Digital Compass 26/05/2010 Main author CONFERENCE PAPER Solar powered soil moisture detector 22/07/2010 Co-author JOURNAL Pore Size Prediction of Polyethersulphone (PES) Ultrafiltration Membranes using Artificial Neural Networks 01/10/2010 First author CONFERENCE PAPER Portable Qibla and Prayer Times Finder using GPS, Digital Compass and Nokia Color LCD 19/12/2009 Main author CONFERENCE PAPER Universal Qibla and Prayer Time Finder 28/10/2009 Main author CONFERENCE PAPER Pore Size Prediction of PES Ultrafiltration Membranes using Artificial Neural Networks 15/06/2008 Main author CONFERENCE PAPER Secure Radio Frequency Transmission Using Extended Tiny Encryption Algorithm 09/06/2008 Main author CONFERENCE PAPER Text Dependent Speaker Verification System using Discriminative Weighting Method and Artificial Neural Networks 11/02/2008 Main author CONFERENCE PAPER Fuzzy C-Means Clustering on Text Dependent Speaker Verification System 12/11/2007 Main author NON-REFEREED PUBLICATION JOURNAL Automatic Speaker Recognition System using Fuzzy C-Means and Artificial Neural Networks 01/10/2008 First author EDITORIAL ACTIVITITIES JOURNAL Journal of Telecommunication, Electric and Computer Engineering (JTEC), Vol 10, No 1-2 01/02/2018 Chief editor JOURNAL Journal of Telecommunication, Electric and Computer Engineering (JTEC), Vol 10, No 1-3 01/02/2018 Chief editor BOOKS TESLA, Vol 7, Faculty of Electrical and Electronics Engineering 01/06/2011 Chief editor BOOKS TESLA, Vol 6, Faculty of Electrical and Electronics Engineering 01/02/2010 Chief editor REVIEWER JOURNAL IEEE Access. Article: An Alternative Hard-Parameter Sharing Paradigm for Multi-Domain Learning 17/01/2023 reviewer JOURNAL Sensors. Article: Prediction of impulsive aggression based on video images 08/03/2023 reviewer JOURNAL IEEE Access. Article: ENet-21: An Optimized Light CNN Structure for Lane Detection IEEE Access 20/12/2022 reviewer JOURNAL IEEE Access. Article: Towards vehicle occupant-invariant models for activity characterisation 10/09/2022 reviewer JOURNAL Sensors. Article: End-to-end License Plate Recognition Based on YOLOv4 and CRNN Optimization Algorit 13/12/2022 reviewer JOURNAL International Conference on Electrical, Control and Computer Engineering (InECCE) 2019 01/08/2019 Reviewer JOURNAL Malaysian Technical Universities Conference on Engineering and Technology (MUCET) 2019 01/07/2019 Reviewer JOURNAL National Seminar on Underwater System Technology (NUSYS) 2018 01/05/2018 Reviewer JOURNAL International Conference on Electrical, Control and Computer Engineering (InECCE) 2017 01/03/2017 Reviewer JOURNAL IET Image Processing Journal 01/05/2016 Reviewer JOURNAL National Conference for Postgraduate Research (NCON-PGR) 2016 01/04/2016 Reviewer JOURNAL International Conference on Electrical, Control and Computer Engineering (InECCE) 2015 01/05/2015 Reviewer JOURNAL IEEE Eurocon 2013 01/01/2013 Reviewer