GRANT(PI & MEMBERS)

36

PUBLICATIONS

74

INDEXED PUBLICATION

37

TOTAL STUDENTS

H-INDEXED (SCOPUS)

CITATIONS (SCOPUS)

Grant (PI)

NATIONAL GRANTS
5
UNIVERSITY FUND
2
TOTAL

Publications

INDEXED PUBLICATION
37
NON-INDEXED PUBLICATION
1
OTHERS PUBLICATION
36
TOTAL

Supervisions

DEGREE
0
MASTER
16
PHD
10
TOTAL

Legend : SPONSOR TYPE OF GRANT

Grant Name Year
UTMSPC 2.7: Implementation Of An Intelligent System For Integrated Irrigation And Fertilization Of Grain Corn Crops For Livestock Feed
UTM SPACE QUICK WIN RESEARCH GRANT
2023
A Study on Pedestrian Intention Estimation and Action Prediction for Designing Context Aware Algorithms for Autonomous Vehicles
RUG OF UTM UTM Fundamental Research
2022
DEVELOPMENT OF ALGAE MATURITY DETECTION SYSTEM
PETRONAS RESEARCH SDN. BHD. Contract
2022
UTMSPC 1.21 :PLC (Performance Programmable Logic Controller) on FPGA (Field-Programmable Gate Array) for High Performance system for Automation, Control, Robotic and IoT (Internet of Things)
UTM SPACE QUICK WIN RESEARCH GRANT
2022
Spectral-based Convolutional Neural Network Model for Optical Character Recognition
KEMENTERIAN SAINS, TEKNOLOGI DAN INOVASI (MOSTI) TECHNOLOGY DEVELOPMENT FUND
2022
Signal Interpreted Petri Net Compiler for Ladder Rung Processor
RUG OF UTM UTM Encouragement Research
2021
Investigation of Colour Gamut Mapping for Improved Outdoor Classification of Oil Palm Ripeness
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2021
Characterization of frequency spectrum of breathing signals according to genders and BMI for a standard biometrics signatures
RUG OF UTM UTM Fundamental Research
2020
Climate-Smart Irrigation System for Precision Water Saving Agriculture
MINISTRY OF EDUCATION Prototype Development Research Grant Scheme
2019
A New Semantic Gradient Segmentation Algorithm for Tomato Blight Disease Identification using Convolutional Neural Network
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2019
DISTORTED IMAGES PRE-PROCESSING FOR DEEP NEURAL NETWORK CLASSIFICATION
RUG OF UTM UTMShine
2018
CONTENT-BASED IMAGE RETRIEVAL FRAMEWORK USING ORB FOR CRIMINAL DATASETS
RUG OF UTM Tier 1
2018
ANALYSIS OF VEHICLE DETECTION USING STATISTICAL BACKGROUND SUBTRACTION DURING HEAVY RAINFALL
RUG OF UTM Tier 1
2018
The study of soil moisture sensing in rock melon cultivation system under Semiclosed Greenhouse
RUG OF UTM Tier 1
2017
Innovative Arduino hardware development and programming for Sekolah Tun Fatimah and SMK Bandar Tenggara students
SEAGATE INTERNATIONAL (JOHOR) SDN. BHD. Networking Grant
2017
EXTRACTION OF FEATURES OF BREATHING SOUNDS FROM ADULTS WITH VARIOUS LEVELS BODY MASS INDEX (BMI)
RUG OF UTM Tier 2
2017
COPY-MOVE IMAGE FORGERY DETECTION FOR FORENSIC APPLICATIONS
RUG OF UTM Tier 2
2017
Environment Control Automation for Mushroom Cultivation
MINISTRY OF EDUCATION Demand-Driven Innovation
2016
ANALYSIS OF ENVIRONMENT FACTORS FOR MUSHROOM CULTIVATION USING ONLINE MANAGEMENT SYSTEM
RUG OF UTM Tier 1
2015
ALGORITHMS FOR SIGN LANGUAGE RECOGNITION ON A MOBILE PLATFORM
RUG OF UTM Tier 1
2015
Enhancement of signal parameters estimation for RF power sensors in the presence of 1/f noise
COLLABORATIVE RESEARCH IN ENGINEERING, SCIENCE & TECHNOLOGY CENTER (CREST) Non Goverment Agency
2015
Incorporating Non-Dominated Solutions to Improve Vector Evaluated Gravitational Search Algorithm (VEGSA) for Multi-Objective Optimization Problems
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2014
Novel Near Infrared Face Recognition Using Zernike Moments and Hermite Kernel
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2014
i-Sejahtera: AN INTEGRATED INTELLIGENT MONITORING AND MANAGEMENT SYSTEM FOR ENVIRONMENT, HEALTH AND SECURITY-subprogram Security
RUG OF UTM Flagship
2013
CHARACTERIZATION OF SYLLABLES OF MALAY WORDS FOR THE DEVELOPMENT OF NEW SPEECH INTELLIGIBILITY ASSESSOR BASED ON MALAY WORDS USED IN FRIDAY SERMON
RUG OF UTM Tier 2
2012
Embedded Image Enhancer for UAV
MINISTRY OF EDUCATION Knowledge Transfer Program - RMC
2012
GENERIC OPTICAL FORM PROCESSING FOR MULTIPLE CHOICE ANSWER EXTRACTION
UNIVERSITI TEKNOLOGI MALAYSIA Tier 2
2012
Novel Approach For Fruit Quality Evaluation Using Artificial Intelligence Based 3D Mapping
MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund
2012
VISION-BASED ASSISTIVE TOOL FOR PEOPLE WITH DEMENTIA PERFORMING ACTIVITIES OF DAILY LIVING FOR CLINICAL REHABILITATION
RUG OF UTM Tier 2
2011
Implementing Robust Plate Number Recognition System Integrating Networked Database System at UTM Entrances
RUG OF UTM Tier 1
2011
A new algorithm for starfruit maturity classification based on 2-color image processing
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2008
Design and Development Of Street Light Monitoring and Management System
MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund
1999

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

Publication Name Year
Exploring New Algae Biomass Estimation Approach In Multispectral Imaging
2023 IEEE 11TH CONFERENCE ON SYSTEM, PROCESS & CONTROL (ICSPC)
Proceedings CO-AUTHOR
2023
Violence Detection Using Affective Features From Upper Body Expressions
ACM INTERNATIONAL CONFERENCE PROCEEDING SERIES
Publication In Scopus CO-AUTHOR
2023
Implementation Of Project-Based Learning In Digital Signal Processing
NEW ACADEMIA LEARNING INNOVATION (NALI) 2022 NURTURING HYFLEX TEACHING AND LEARNING INNOVATION
Proceedings CO-AUTHOR
2022
Low-Resolution Image Classification Of Cracked Concrete Surface Using Decision Tree Technique
LECTURE NOTES IN ELECTRICAL ENGINEERING
Publication In Scopus UTM FIRST AUTHOR
2022
An Alternative Assessment Process In The New Norm Via Integrated Online Capstone Data Entry System
SOUTH EAST ASIAN TECHNICAL UNIVERSITY CONSORTIUM SYMPOSIUM (SEATUC) 2022
Proceedings CO-AUTHOR
2022
Pre-Trained Language Model With Feature Reduction And No Fine-Tuning
LECTURE NOTE ON CONTROL, INSTRUMENTATION AND MECHATRONICS: THEORY AND PRACTICE
Publication In Scopus UTM FIRST AUTHOR
2022
Balanced Weight Joint Geometrical And Statistical Alignment For Unsupervised Domain Adaptation
JOURNAL OF ADVANCES IN INFORMATION TECHNOLOGY
Publication In Scopus CO-AUTHOR
2022
Sentiment Analysis Using Pre-Trained Language Model With No Fine-Tuning And Less Resource
IEEE ACCESS
Publication In Web Of Science UTM FIRST AUTHOR
2022
An Improved Open-View Human Action Recognition With Unsupervised Domain Adaptation
MULTIMEDIA TOOLS AND APPLICATIONS
Publication In Web Of Science CO-AUTHOR
2022
Capstone Project: From Well-Structured Course To Competition
E-PROCEEDING : NEW ACADEMIA LEARNING INNOVATION (NALI) 2022
Proceedings CO-AUTHOR
2022
Frequency Responses Of The Breathing Sound Signals
5TH INTERNATIONAL CONFERENCE ON ELECTRICAL ELECTRONIC COMMUNICATION AND CONTROL ENGINEERING (ICEECC 2021)
Conference Paper CO-AUTHOR
2021
Virtual Capstone: Engaging Facilitators And Students
1ST SYMPOSIUM ON TEACHING AND LEARNING PRACTICES IN ELECTRICAL ENGINEERING 2021
Proceedings UTM FIRST AUTHOR
2021
Online Jigsaw For Problem-Based Learning Using E-Learning Moodle
SYMPOSIUM ON TEACHING & LEARNING PRACTICES IN ELECTRICAL ENGINEERING (STLEE2021)
Proceedings CO-AUTHOR
2021
The Effectiveness Of Complex Programmable Logic Device For Learning Digital Systems During The Covid-19 Pandemic
SYMPOSIUM ON TEACHING & LEARNING PRACTICES IN ELECTRICAL ENGINEERING (STLEE 2021)
Proceedings CO-AUTHOR
2021
Plant Monitoring Information Sharing System
HANDS-ON MINI PROJECTS OF IOT IN ELECTRICAL ENGINEERING
Book Chapter UTM FIRST AUTHOR
2021
Quantification And Localisation Of Individual Leaf Disease Lesion For Grading Severity Of Late Blight
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus UTM FIRST AUTHOR
2020
Automatic Vegetable Disease Identification Approach Using Individual Lesion Features
COMPUTERS AND ELECTRONICS IN AGRICULTURE
Publication In Web Of Science UTM FIRST AUTHOR
2020
Vehicle Detection And Counting Using Adaptive Background Model Based On Approximate Median Filter And Triangulation Threshold Techniques
AUTOMATIC CONTROL AND COMPUTER SCIENCES
Publication In Web Of Science CO-AUTHOR
2020
Effects Of Approximation In Computation On The Accuracy And Performance Of Deep Neural Network Inference
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2020
Performance Comparison Between Svm And K-Means For Vehicle Counting
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2020
Face Recognition And Machine Learning At The Edge
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2020
Effects Of Approximation In Computation On The Accuracy And Performance Of Deep Neural Network Inference
SUSTAINABLE & INTEGRATED ENGINEERING INTERNATIONAL CONFERENCE 2019
Conference Paper CO-AUTHOR
2019
Automatic Disease Symptoms Segmentation Optimized For Dissimilarity Feature Extraction In Digital Photographs Of Plant Leaves
2019 IEEE 15TH INTERNATIONAL COLLOQUIUM ON SIGNAL PROCESSING & ITS APPLICATIONS (CSPA)
Publication In Scopus UTM FIRST AUTHOR
2019
Localized Background Subtraction Feature-Based Approach For Vehicle Counting
2019 IEEE INERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING APPLICATIONS (IEEE ICSIPA 2019)
Publication In Scopus CO-AUTHOR
2019
An Automatic Plant Disease Symptom Segmentation Concept Based On Pathological Analogy
ICSGRC 2019 - 2019 IEEE 10TH CONTROL AND SYSTEM GRADUATE RESEARCH COLLOQUIUM
Publication In Scopus UTM FIRST AUTHOR
2019
A Pattern Analysis-Based Segmentation To Localize Early And Late Blight Disease Lesions In Digital Images Of Plant Leaves
2019 IEEE INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING APPLICATIONS (IEEE ICSIPA 2019)
Publication In Scopus UTM FIRST AUTHOR
2019
Super Resolution Of Car Plate Images Using Generative Adversarial Networks
PROCEEDINGS - 2019 IEEE 15TH INTERNATIONAL COLLOQUIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS, CSPA 2019
Publication In Scopus CO-AUTHOR
2019
Multiple Controlled Antirandom Testing (Mcat) For High Fault Coverage In A Black Box Environment
IEEE ACCESS
Publication In Web Of Science CO-AUTHOR
2019
Hadamard Transform Improvement For Hevc Using Intel Avx-512
2019 IEEE SYMPOSIUM ON COMPUTER APPLICATIONS AND INDUSTRIAL ELECTRONICS
Publication In Scopus CO-AUTHOR
2019
Development Of Automatic Mixing Process For Fertigation System In Rock Melon Cultivation
INTERNATIONAL JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING (IJECE)
Publication In Scopus CO-AUTHOR
2018
Internet Of Things Based Smart Environmental Monitoring For Mushroom Cultivation
INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE
Publication In Scopus CO-AUTHOR
2018
Breathing Sounds - Determination Of Extremely Low Spl
MATEC WEB OF CONFERENCE
Publication In Scopus CO-AUTHOR
2018
Internet Of Things Based Smart Environmental Monitoring For Mushroom Cultivation
INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONIC, COMMUNICATION AND CONTROL ENGINEERING (ICEECC2017)
Conference Paper CO-AUTHOR
2017

PRGS - HELICOPTER IDENTIFICATION AND TRACKING (HIT) SYSTEM
Clasified/Technical Report CO-AUTHOR
2017
A Hybrid Chebyshev-Ica Image Fusion Method Based On Regional Saliency
TELKOMNIKA (TELECOMMUNICATION COMPUTING ELECTRONICS AND CONTROL)
Publication In Scopus CO-AUTHOR
2017
Analysis Of Produce Recognition System With Taxonomist'S Knowledge Using Computer Vision And Different Classifiers
IET IMAGE PROCESSING
Publication In Web Of Science UTM FIRST AUTHOR
2017
Improved Face Recognition On Video Surveillance Images Using Pose Correction
2017 IEEE REGION 10 CONFERENCE (TENCON), MALAYSIA, NOVEMBER 5-8, 2017
Publication In Scopus CO-AUTHOR
2017
Development Of Automatic Mixing Process For Fertigation System In Rock Melon Cultivation
ICEECC
Conference Paper CO-AUTHOR
2017
Review On Face Recognition
RECENT ADVANCES IN HARDWARE SOTWARE CO-DESIGN & PATTERN RECOGNITION
Book Chapter CO-AUTHOR
2017
Data Mining In Mushroom Cultivation Using Matlab Simulink
2016 ELECTRICAL ENGINEERING SYMPOSIUM
Proceedings CO-AUTHOR
2016

LAPORAN AKHIR LATIHAN IKHTISAS
Clasified/Technical Report INDIVIDUAL AUTHOR
2016

DEMAND-DRIVEN INNOVATION PROJECT KPM - BATTERY ACID FILLING SYSTEM
Clasified/Technical Report CO-AUTHOR
2016
Wavelet-Based Medical Image Fusion Via A Non-Linear Operator
PROCEEDINGS OF THE 2016 IEEE REGION 10 CONFERENCE (TENCON)
Publication In Web Of Science CO-AUTHOR
2016
Vegetables And Fruit Recognition System Using Data Mining Algorithm
ADVANCES IN DIGITAL SIGNAL AND IMAGE PROCESSING
Book Chapter CORRESPONDING AUTHOR
2016
Agricultural Product Recognition System Using Taxonomist'S Knowledge As Semantic Attributes
ENGINEERING IN AGRICULTURE, ENVIRONMENT AND FOOD
Publication In Scopus UTM FIRST AUTHOR
2016
Review Of Brain Lesion Detection And Classification Using Neuroimaging Analysis Techniques
JURNAL TEKNOLOGI
Publication In Scopus CO-AUTHOR
2015
Low Complexity Maritime Surveillance Video Using Background Subtraction On H.264
2015 INTERNATIONAL SYMPOSIUM ON TECHNOLOGY MANAGEMENT AND EMERGING TECHNOLOGIES (ISTMET 2015)
Publication In Scopus UTM FIRST AUTHOR
2015
Adaptive Search Window For Low Complexity Surveillance Video Coding
2015 INTERNATIONAL SYMPOSIUM ON TECHNOLOGY MANAGEMENT AND EMERGING TECHNOLOGIES (ISTMET)
Publication In Scopus UTM FIRST AUTHOR
2015
Automatic Target Detection In Gpr Images Using Histogram Of Oriented Gradients (Hog)
2ND INTERNATIONAL CONFERENCE ON ELECTRONIC DESIGN
Conference Paper CORRESPONDING AUTHOR
2014
Enhanced Rotational Feature Points Matching Using Orientation Correction
ELECTRONICS LETTERS ON COMPUTER VISION AND IMAGE ANALAYSIS
Publication In Scopus CO-AUTHOR
2014
Implementation And Application Of Orientation Correction On Sift And Surf Matching
INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS
Publication In Scopus CO-AUTHOR
2013
Human Emotion Recognition From Videos Using Spatio-Temporal And Audio Features
VISUAL COMPUTER
Publication In Web Of Science CO-AUTHOR
2013
Fully Automated Region Growing Segmentation Of Brain Lesion In Diffusion-Weighted Mri
IAENG INTERNATIONAL JOURNAL OF COMPUTER SCIENCE
Publication In Scopus CO-AUTHOR
2012
An Image Registration Technique To Enhance Pcb Inspection Algorithm With Real Images
ICIC EXPRESS LETTERS (ICIC-EL)
Publication In Scopus CO-AUTHOR
2012
An Improved Defect Classification Algorithm For Six Printing Defects And Its Implementation On Real Printed Circuit Board Images
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING, INFORMATION AND CONTROL
Publication In Web Of Science CO-AUTHOR
2012
An Algorithm For Classification Of Six Types Of Defect On Bare Printed Circuit Board
33rd International Electronics Manufacturing Technology Conference (IEMT 2008)
Conference Paper INDIVIDUAL AUTHOR
2008
Simulating Temperature Behavior Of A Cracking Furnace Cold-Wall By Means Of Passive Thermography
Advances In Digital Signal Processing Applications
Book Chapter INDIVIDUAL AUTHOR
2007
Design And Analysis Of Adaptive Coding Schemes For Multipath Fading Channels
Advances In Digital Signal Processing Applications
Book Chapter INDIVIDUAL AUTHOR
2007
On The Effects Of De-Obfuscation On Spam Detection Accuracy
Advances In Digital Signal Processing Applications
Book Chapter INDIVIDUAL AUTHOR
2007
Image Segmentation Based On Cooccurrence Matrix Edge Information
Advances In Digital Signal Processing Applications
Book Chapter INDIVIDUAL AUTHOR
2007
Window Selection For The Multi-Window Periodogram Spectrum Estimation And Spectrogram Time-Frequency Analysis
Advances In Digital Signal Processing Applications
Book Chapter INDIVIDUAL AUTHOR
2007
Adaptive Thresholding Based On Co-Occurrence Matrix Edge Information
JOURNAL OF COMPUTERS
Publication In Scopus CORRESPONDING AUTHOR
2007
A Model-Based Framework For Vehicle Classification
Advances In Digital Signal Processing Applications
Book Chapter INDIVIDUAL AUTHOR
2007
Optimal Kernel Design Of Smooth-Windowed Wigner-Ville Distribution For Digital Communication Signal
Advances In Digital Signal Processing Applications
Book Chapter INDIVIDUAL AUTHOR
2007
On The Effects Of Class Noise On Spam Detection Accuracy
Advances In Digital Signal Processing Applications
Book Chapter INDIVIDUAL AUTHOR
2007
Shape Defect Estimation Based On Closed Curve Convex Hull
Advances In Digital Signal Processing Applications
Book Chapter INDIVIDUAL AUTHOR
2007
Linear One-Dimensional Color Feature For Starfruit Classification
Advances In Digital Signal Processing Applications
Book Chapter INDIVIDUAL AUTHOR
2007
Feature Based Vessels Classifications From Partial View Image
Advances In Digital Signal Processing Applications
Book Chapter INDIVIDUAL AUTHOR
2007
Starfruit Classification Based On Linear Hue Computation
Elektrika
Journal Article Non Citation-Indexed INDIVIDUAL AUTHOR
2007
Adaptive Thresholding Based On Co-Occurrence Matrix Edge Information
International Conference on Asia Modelling Symposion
Conference Paper INDIVIDUAL AUTHOR
2007
Gray Level Co-Occurrence Matrix Computation Based On Haar Wavelet
International Conference on Computer Graphic, Imaging, and Visualisation 2007 (CGIV'07)
Conference Paper INDIVIDUAL AUTHOR
2007
Linear One-Dimensional Color Feature For Starfruit Classification
Proceedings of the International Conference on Robotics, Vision, Information and Signal Processing (ROVISP 2007)
Conference Paper INDIVIDUAL AUTHOR
2007
Shape Representation Based On Closed Curved Convex Hull
Proceedings of the International Conference on Robotics, Vision, Information and Signal Processing (ROVISP 2007)
Conference Paper INDIVIDUAL AUTHOR
2007
Shape Defect Estimation Based On Closed Curve Convex Hull
International Conference on Soft Computing, Intelligent System and Information Technology (ICSIIT 2007)
Conference Paper INDIVIDUAL AUTHOR
2007

Legend : IP CATEGORY IP LEVEL

Intellectual Property Name Grant Register No. IP Level IP Category
A SYSTEM AND METHOD OF ONLINE DATA ENTRY FOR INDIVIDUAL PROJECT COURSE NATIONAL PATENT
A SYSTEM AND METHOD OF ONLINE DATA ENTRY FOR GROUP PROJECT COURSE NATIONAL PATENT
SYSTEM OPERATION FOR AUTOMATIC FERTILIZERS MIXER LY2017005912 NATIONAL COPYRIGHT
INTEGRATED CAPSTONE ONLINE DATA ENTRY SYSTEM (ICODES) USER MANUAL NATIONAL COPYRIGHT
ICODES COMMON USER MANUAL NATIONAL COPYRIGHT
ICODES FYP COORDINATOR NATIONAL COPYRIGHT
ICODES CAPSTONE COORDINATOR SPREADSHEETS & INTERFACES NATIONAL COPYRIGHT
INTEGRATED COURSE ONLINE DATA ENTRY SYSTEM (ICODES) USER MANUAL FOR FINAL YEAR PROJECT (FYP) NATIONAL COPYRIGHT
UTM CENTRALIZED DATA ENTRY SYSTEM FOR COURSE MANAGEMENT NATIONAL COPYRIGHT
APPLICATION NOTES FOR DIGITAL ELECTRONIC LABORATORY LY2020006368 NATIONAL COPYRIGHT
CHAPTER 13 FIR FILTER DESIGN NATIONAL COPYRIGHT
CHAPTER 12 IIR FILTER DESIGN NATIONAL COPYRIGHT
CHAPTER 11 DISCRETE FOURIER TRANSFORM NATIONAL COPYRIGHT
CHAPTER 10 PHASE SYSTEM NATIONAL COPYRIGHT
CHAPTER 9 DISCRETE-TIME FOURIER TRANSFORM PROPERTIES NATIONAL COPYRIGHT
CHAPTER 8 DISCRETE-TIME FOURIER TRANSFORM NATIONAL COPYRIGHT
CHAPTER 7 SPECTRUM REPRESENTATION OF DISCRETE-TIME SIGNALS NATIONAL COPYRIGHT
CHAPTER 6 LTI SYSTEM FUNCTION NATIONAL COPYRIGHT
CHAPTER 5 INVERSE Z- TRANSFORM NATIONAL COPYRIGHT
CHAPTER 4 Z-TRANSFORM NATIONAL COPYRIGHT
CHAPTER 3 LTI SYSTEM NATIONAL COPYRIGHT
CHAPTER 2 DISCRETE-TIME SYSTEM NATIONAL COPYRIGHT
CHAPTER 1 DISCRETE-TIME SIGNAL NATIONAL COPYRIGHT

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

Supervision List
CHAW JUN KIT
VEGETABLES AND FRUITS RECOGNITION USING HYBRID CLASSIFIERS WITH SEMANTIC ATTRIBUTES
PHD GRADUATED SUPERVISOR 2016
ALIYU MUHAMMAD ABDU
AUTOMATED ASSESSMENT FOR EARLY AND LATE BLIGHT LEAF DISEASES USING EXTENDED SEGMENTATION AND OPTIMIZED FEATURES
PHD GRADUATED SUPERVISOR 2021
MOHAMED ATEF ABDELMONIEM ELIMAM ELKHOREBY
ADAPTIVE BACKGROUND SUBTRACTION TECHNIQUE WITH UNIQUE FEATURE REPRESENTATION FOR VEHICLE COUNTING
PHD GRADUATED CO-SUPERVISOR 2021
MOHD SHAH RIZAL BIN SAMSUDIN
BALANCED WEIGHTED UNIFIED DISCRIMINANT AND DISTRIBUTION ALIGNMENT FOR OPEN-VIEW HUMAN ACTION RECOGNITION
PHD GRADUATED CO-SUPERVISOR 2022
KIT YU HENG
IMPROVED SENTENCE EMBEDDINGS OF PRE-TRAINED LANGUAGE MODEL FOR MALAY-ENGLISH TEXT SENTIMENT CLASSIFICATION
PHD GRADUATED SUPERVISOR 2023
SABA BALOCH
VIDEO-BASED ABUSIVE BEHAVIOUR DETECTION AND CLASSIFICATION USING UPPER BODY FEATURES
PHD GRADUATED CO-SUPERVISOR 2023
LIM YONG SHENG

PHD ON GOING SUPERVISOR
MUHAMMAD NOOR BIN MUHAMMAD HAMDI
BACKGROUND REMOVAL FOR TRAFFIC SIGN DETECTION USING COLOR MATCHING AND GEOMETRIC RESTRICTION
PHD ON GOING SUPERVISOR
YARIMA SA'ID MUSA
ENHANCING MULTIANGULATION POSITION ESTIMATION SYSTEM FOR LOW LEVEL AIRBORNE TARGETS.  
PHD ON GOING SUPERVISOR
MUHANAD FARIS SALEH ALATALLAH
ROBUST REGION OF INTEREST LOCALIZATION IN TOUCHLESS PALMPRINT RECOGNITION USING DEEP LEARNING  
PHD ON GOING SUPERVISOR
NORHASHIMAH BINTI MOHD SAAD
DIFFUSION-WEIGHTED IMAGING IMAGE ANALYSIS TECHNIQUES FOR DETECTING AND CLASSIFYING BRAIN LESIONS
MASTER GRADUATED CO-SUPERVISOR 2004
ISMAIL BIN IBRAHIM
CLASSIFICATION ALGORITHMS FOR SIX TYPES OF DEFECTS ON BARE PRINTED CIRCUIT BOARDS
MASTER GRADUATED CO-SUPERVISOR 2011
RAHMAN B AMIRULAH
REAL TIME VISUAL SYSTEM FOR STARFRUIT MATURITY INDEX CLASSIFICATION
MASTER GRADUATED SUPERVISOR 2012
ALIYU MUHAMMAD ABDU
GENERIC OPTICAL ANSWER EXTRACTION FOR MULTIPLE-CHOICE FORMS BASED ON IMAGE PROCESSING
MASTER GRADUATED SUPERVISOR 2013
LEE KHER LI
CLASSIFICATION OF GROUND PENETRATING RADAR IMAGES USING HISTOGRAM OF ORIENTED GRADIENTS AND SUPPORT VECTOR MACHINE
MASTER GRADUATED SUPERVISOR 2015
MOHD AZRAF BIN MOHD RAZIF
MODIFIED INTER PREDICTION H.264 VIDEO ENCODING FOR MARITIME SURVEILLANCE
MASTER GRADUATED SUPERVISOR 2016
MOHD FARIZAL FIRDAUS BIN MAZLAN
EMBEDDED VIDEO STABILIZATION SYSTEM ON FIELD PROGRAMMABLE GATE ARRAY FOR UNMANNED AERIAL VEHICLE
MASTER GRADUATED SUPERVISOR 2017
NUR A`IN BINTI JAMIL
POSE CORRECTION ON VIDEO SURVEILLANCE IMAGES FOR FACE RECOGNITION USING HIGH-FIDELITY POSE AND EXPRESSION NORMALIZATION
MASTER GRADUATED CO-SUPERVISOR 2019
SHU SHI HAO

MASTER GRADUATED SUPERVISOR 2019
LEE SAN KONG

MASTER GRADUATED SUPERVISOR 2019
QUAH POEY POEY

MASTER GRADUATED SUPERVISOR 2019
ANG WEI JIEH

MASTER GRADUATED SUPERVISOR 2020
JANICE ONG AUN NEE

MASTER GRADUATED SUPERVISOR 2021
SIOW SHIEN LOONG

MASTER GRADUATED SUPERVISOR 2021
RASHID TAHA SIHAM RASHID

MASTER GRADUATED SUPERVISOR 2022