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Home> FTK1000-FAKULTI TEKNOLOGI KEJURUTERAAN ELEKTRIK DAN ELEKTRONIK

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. 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
2. FORMULATION OF DEEP LEARNING-BASED METAHEURISTIC ALGORITHM FOR BREAST CANCER CLASSIFICATION Member 25-DEC-2023 24-DEC-2025 Sedang Berjalan
3. AN IMPROVED VEIN SEGMENTATION USING ATTENTION MECHANISMS IN A DEEP LEARNING MODEL Member 15-DEC-2022 14-DEC-2024 Sedang Berjalan
4. INVESTIGATION OF THE VEHICLE DRIVING TRAJECTORY DURING TURNING AT THREE-LEG JUNCTION ON DUAL CARRIAGEWAY ROAD Member 01-JUL-2022 30-JUN-2023 Sedang Berjalan
5. 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)
6. 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)
7. 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 Sedang Berjalan
8. VISION BASED INTELLIGENT TRAFFIC MONITORING SYSTEM Leader 01-MAR-2021 31-AUG-2022 Tamat (Perlu hantar laporan akhir)
9. HUMAN-OBJECT INTERACTION APPROACH FOR HUMAN ACTIVITY RECOGNITION USING DEEP LEARNING Leader 10-DEC-2020 09-DEC-2023 Sedang Berjalan
10. 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)
11. DEVELOPMENT OF ARRAY ANTENNA FOR UHF RFID READER Member 01-DEC-2020 30-NOV-2022 Selesai (Mencapai Sebahagian KPI)
12. Intelligent Vehicle Monitoring System for SmartCampus Leader 01-DEC-2020 30-NOV-2022 Tamat (Perlu hantar laporan akhir)
13. EVALUATION OF MAKHRAJ SPEECH EMISSION POINTS BASED ON MEL-FREQUENCY CEPSTRUM COEFFICIENT (MFCC) Member 10-NOV-2020 09-NOV-2022 Selesai (Tidak Mencapai KPI)
14. INTELLIGENT VISION SYSTEM FOR IDENTIFICATION OF MASSIVE AND CLUTTERED PARTS Member 01-NOV-2020 31-OCT-2022 Selesai (Tidak Mencapai KPI)
15. 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)
16. FORMULATION OF MACHINE LEARNING MODEL TO CLASSIFY KINEMATICS DATA OF HUMAN DAILY ACTIVITIES Member 20-OCT-2020 19-OCT-2022 Selesai (Tidak Mencapai KPI)
17. DETECTION AND CLASSIFICATION ALGORITHM TO ELUCIDATE ZEBRAFISH LARVAE BEHAVIOR USING IMAGE PROCESSING Member 20-OCT-2020 19-OCT-2022 Selesai (Mencapai Sebahagian KPI)
18. MODELING OF AUDIO-VISUAL SPEECH RECOGNITION ARCHITECTURE USING DEEP LEARNING TECHNIQUES Leader 15-OCT-2020 14-OCT-2022 Tamat (Perlu hantar laporan akhir)
19. 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)
20. MODELLING OF CHILDREN ACTIVITY RECOGNITION USING DEEP LEARNING Member 15-OCT-2020 14-OCT-2022 Selesai (Mencapai Sebahagian KPI)
21. 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)
22. Project Nature @ UMP STEM Lab Member 01-SEP-2019 01-DEC-2021 Selesai (Mencapai Semua KPI)
23. Prototype Low-Cost IoT Enabled Light Switches with Smart Device Connectivity Member 25-AUG-2017 24-AUG-2019 Tamat (Perlu hantar laporan akhir)
24. 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)
25. 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)
26. A FUNDAMENTAL STUDY ON THE CIRCULAR POLARIZATION ANTENNA FOR RFID UHF READER Member 15-MAY-2017 14-MAY-2019 Selesai (Mencapai Semua KPI)
27. 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)
28. 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)
29. 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)
30. 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)
31. NATURAL LIP BALM (Dr.Kinz-LIP BALM) Member 01-SEP-2015 01-SEP-2016 Selesai (Mencapai Semua KPI)
32. 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 Selesai (Tutup Projek)
33. 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)
34. Production Of Bio-Composite Film For Packaging Applications Member 01-MAY-2009 31-JUL-2010 Selesai (Mencapai Semua KPI)
35. Real-Time Embedded Face Recognition System Member 01-MAY-2009 30-OCT-2011 Selesai (Mencapai Semua KPI)
36. Development of Multi-Parameter Data Logger System for Water Quality Measurement Member 01-MAY-2009 28-FEB-2011 Selesai (Mencapai Semua KPI)
37. Integrated Network Security System For Industry Security Member 01-MAY-2009 30-APR-2011 Tamat (Perlu hantar laporan akhir)
38. 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
   

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