ASSOCIATE PROFESSOR DR. WAN NURAL JAWAHIR BINTI HJ WAN YUSSOF
Faculty of Computer Science & Mathematics
wannurwy@umt.edu.my
https://wise.umt.edu.my/wannurwy
Executive Summary
-
Expertise
APPLIED SCIENCE AND TECHNOLOGY
Information And Communication Technology (ict)
Computer Graphics, Image Processing, Multimedia and e-Games
Pattern and Image Recognition
Publications
Indexed Journal (Scopus & Wos)
Non-Indexed Journal
Books
Chapter In Books
Proceedings
RM452,376.00
Approved Grants
9
H-Index (Scopus)
6
Number of Projects
13
Total Postgraduate Students
PUBLICATIONS
Journals
Note: This list is compiled based on data from the last five years.
| No. | Article Title | Year | Journals | Indexing | Authorship |
|---|---|---|---|---|---|
| 1 | Kuala Terengganu Driving Cycle Development Using Target Parameter Approach | 2023 | Journal Of Sustainability Science And Management | Scopus | Co Author |
| 2 | New Crescent Moon Detection Using Circular Hough Transform (cht) | 2025 | Astronomy And Computing | Scopus | Co Author |
| 3 | E-swish Activations Function In Resnet Architectures For Enhanced Sea Turtle Individual Recognition: Fungsi Aktivasi E-swish Dalam Seni Bina Resnet Untuk Mempertingkatkan Pengecaman Penyu Laut Secara Individu | 2025 | Asia-pacific Journal Of Information Technology And Multimedia | Scopus | Co Author |
| 4 | From Naked Eye To Ccd: Historical Review Of Moon Sighting Observation Technique In Malaysia | 2025 | Jurnal Fizik Malaysia | WoS | Co Author |
| 5 | Monitoring Climate Change Effects On Coral Reefs Using Edge-based Image Segmentation | 2024 | International Journal Of Electrical And Computer Engineering | Scopus | Co Author |
| 6 | Enhance Parking Systems With Qr Code-integrated Automatic License Plate Recognition Through Convolutional Neural Networks | 2025 | Journal Of Advanced Research Design | Scopus | Co Author |
| 7 | Novel Algorithm For Baseline Detection Of Offline Arabic Handwritten Text Recognition | 2024 | Journal Of Advanced Research In Applied Sciences And Engineering Technology | Scopus | Co Author |
| 8 | Enhancing Moon Crescent Visibility Using Contrast-limited Adaptive Histogram Equalization And Bilateral Filtering Techniques | 2022 | Journal Of Telecommunications And Information Technology | Scopus | Main Author |
| 9 | Optimizing Image Retrieval: A Two-step Content-based Image Retrieval System Using Bag Of Visual Words And Color Coherence Vectors | 2025 | International Journal Of Advanced Computer Science And Applications | WoS | Co Author |
| 10 | A Comparative Study Of Image Retrieval Algorithm In Medical Imaging | 2024 | International Journal On Informatics Visualization | Scopus | Co Author |
| 11 | E-swish Activations Function In Resnet Architectures For Enhanced Sea Turtle Individual Recognition: [fungsi Aktivasi E-swish Dalam Seni Bina Resnet Untuk Mempertingkatkan Pengecaman Penyu Laut Secara Individu] | 2025 | Asia-pacific Journal Of Information Technology And Multimedia | Scopus | Corresponding Author |
| 12 | Comparison Of Yolov7, Yolov8, And Yolov9 For Underwater Coral Reef Fish Detection [perbandingan Yolov7, Yolov8 Dan Yolov9 Untuk Pengesanan Ikan Terumbu Karang Bawah Air] | 2024 | Asia-pacific Journal Of Information Technology And Multimedia | Scopus | Corresponding Author |
| 13 | Detection Of A New Crescent Moon Using The Maximally Stable Extremal Regions (mser) Technique | 2022 | Astronomy And Computing | Scopus | Co Author |
| 14 | Analysis Of Wavelet-based Features For Identifying Similarities In Turtle Scute Patterns: Analisis Ciri Berasaskan Wavelet Untuk Mengenal Pasti Persamaan Dalam Corak Scute Penyu | 2025 | Asia-pacific Journal Of Information Technology And Multimedia | Scopus | Corresponding Author |
| 15 | Driving Cycle Development Methods: Case Study In Malaysia | 2023 | Telkomnika (telecommunication Computing Electronics And Control) | Scopus | Co Author |
Books
| No. | Book Title | Year | Publisher | Authorship |
|---|---|---|---|---|
| 1 | Buku Panduan Akademik Program Pra Siswazah Sesi Akademik 2025/2026 - Bm, Bi (local), Bi (international) | 2025 | Universiti Malaysia Terengganu | Co Author |
| 2 | Buku Panduan Projek Ilmiah Tahun Akhir Fakulti Sains Komputer Dan Matematik | 2025 | Penerbit Umt | Co Author |
| 3 | Computer Science Final Year Project Handbook (version 1.0) | 2022 | Penerbit Umt |
Chapter In Books
| No. | Book Title | Chapter Title | Year | Publisher | Authorship |
|---|---|---|---|---|---|
| 1 | Modul Kembara Stem | Teknologi Penglihatan Komputer Dalam Pengecaman Identiti Penyu | 2022 | UMT | Co Author |
Proceeding
| No. | Article Title | Year | Proceeding | Indexing | Authorship |
|---|---|---|---|---|---|
| 1 | Comparative Analysis Of Image Processing Technique In Determining The New Crescent Moon Visibility | 2024 | Journal Of Physics: Conference Series | Scopus | Co Author |
| 2 | Comparison Of Different Convolutional Neural Network Techniques For Car Models Classification | 2023 | Aip Conference Proceedings | Scopus | Corresponding Author |
| 3 | The Implementation Of Hybrid Observation Technique Of Hilal (hotoh) | 2025 | International Exchange And Innovation Conference On Engineering And Sciences | Scopus | Co Author |
| 4 | Umtcsf: A Graduate Forum Platform Utilizing An Ensemble Similarity Model | 2023 | Incitest 2023 - Proceedings Of The 2023 International Conference On Informatics Engineering, Science And Technology | Scopus | Co Author |
| 5 | Unleashing The Sea Turtle Recognition Power: A Battle Of Activation Functions In Resnet50 | 2023 | Incitest 2023 - Proceedings Of The 2023 International Conference On Informatics Engineering, Science And Technology | Scopus | Co Author |
| 6 | Kt Driving Cycle Data Collection And Development Using Matlab Mobile Application | 2024 | Aip Conference Proceedings | Scopus | Co Author |
| 7 | Comparison Of Convolutional Neural Network Architectures For Sea Turtle Individual’s Recognition | 2023 | Acm International Conference Proceeding Series | Scopus | Corresponding Author |
| 8 | A Review Paper On Image Segmentation Techniques Based On Colour And Texture Features | 2023 | Aip Conference Proceedings | Scopus | Co Author |
| 9 | A Review Of Coral Reef Classification Study Using Deep Learning Approach | 2023 | Aip Conference Proceedings | Scopus | Co Author |
| 10 | Driving Data Analysis For The Development Of Kuala Terengganu Driving Cycle | 2023 | Lecture Notes In Electrical Engineering | Scopus | Co Author |
| 11 | A Preliminary Study On New Crescent Moon Detection Using “you Only Look Once” (yolo) | 2025 | International Exchange And Innovation Conference On Engineering And Sciences | Scopus | Co Author |
RESEARCH GRANTS
Note: This list is compiled based on data from the last five years.
| No. | Grant Title | Role | Level | Funder | Value (RM) | Status |
|---|---|---|---|---|---|---|
| 1 | Improving Fish Species Classification With Deep Learning Technology And Promoting Biodiversity Conservation In Bidong Island. | Co-Researcher | University | UMT | RM20,000.00 | In Progress |
| 2 | New Detection Algorithm Of Young Moon Crescent First Visibility In Malaysia Using Image Processing Technique | Co-Researcher | National | Kementerian Pengajian Tinggi (KPT) | RM189,626.00 | In Progress |
| 3 | Investigation On Robust Contour Initialization And Active Contour Algorithm For Corrosion Rate Detection On Ship Body With Parallel Processing | Co-Researcher | National | KEMENTERIAN PENGAJIAN TINGGI (KPT) | RM70,600.00 | Completed |
| 4 | A New Unsupervised Deep Learning Framework With Local Features For Underwater Image Matching | Project Leader | National | Kementerian Pendidikan Malaysia (KPM) | RM118,950.00 | Completed |
| 5 | M-fly Counter: Development Of Auto-counting Mobile Apps For Large Populations Of Housefly For Pest Control And Monitoring Activities | Co-Researcher | Industry | UMT | RM40,000.00 | In Progress |
| 6 | Intelligent Mosquito Home System (i-mhs) | Co-Researcher | University | UMT | RM13,200.00 | Completed |
TEACHING
Note: This list is compiled based on data from the last five years.
| No. | Subject Name | Degree Level |
|---|---|---|
| 1 | Final Year Project Ii | Bachelor |
| 2 | Final Year Research Project Ii | Bachelor |
| 3 | Web-based Application Development | Bachelor |
| 4 | Software Testing | Bachelor |
| 5 | Final Year Research Project I | Bachelor |
| 6 | Software Quality | Bachelor |
| 7 | Digitalised Heritage And Culture | Bachelor |
| 8 | Web-based Interface Design | Bachelor |
| 9 | Basic Programming | Bachelor |
| 10 | Discrete Structure | Bachelor |
| 11 | Information System | Bachelor |
| 12 | Architecture And Operating Systems | Bachelor |
| 13 | Operating System | Bachelor |
| 14 | Software Metrics | Bachelor |
| 15 | Digital Image Processing | Bachelor |
| 16 | Final Year Project I | Bachelor |
| 17 | Industrial Training | Bachelor |
| 18 | Computer System And Applications | Bachelor |
POSTGRADUATE STUDENT
Note: This list is compiled based on data from the last five years.
| No. | Student Name | Degree | Status |
|---|---|---|---|
| 1 | Muhamad Rostan Bin Zakaria | Doctor of Philosophy | Completed |
| 2 | Ahmad Mustafa Ali Almasri | Doctor of Philosophy | Ongoing |
| 3 | Nurru Anida Binti Ibrahim | Doctor of Philosophy | Completed |
| 4 | Mohd Erman Safawie Bin Che Ibrahim | Doctor of Philosophy | Ongoing |
| 5 | Siti Nurfarahim Binti Shaharudin | Doctor of Philosophy | Ongoing |
| 6 | Sayyam Malik | Doctor of Philosophy | Ongoing |
| 7 | Muhammad Sauood | Doctor of Philosophy | Ongoing |
| 8 | Bambang Santoso | Doctor of Philosophy | Ongoing |
| 9 | Alvino Octaviano | Doctor of Philosophy | Ongoing |
| 10 | Abu Bakar Saddique | Doctor of Philosophy | Ongoing |
| 11 | Ahmad Lutfi Afifif Bin Mohd Nasir | Master | Completed |
| 12 | Mohammad Amyruddin Bin Shamsuddin | Master | Ongoing |
| 13 | Khalilur Rahman Khan | Master | Ongoing |
INTELLECTUAL PROPERTIES
Note: This list is compiled based on data from the last five years.
| No. | IP Title | IP Type | IP Status | Reference ID | Year |
|---|
CONSULTANCY
Note: This list is compiled based on data from the last five years.
| No. | Title | Date | Level | Client Name |
|---|
KNOWLEDGE TRANSFER
Note: This list is compiled based on data from the last five years.
| No. | Title | Year | Level | Collaborator | Funder |
|---|---|---|---|---|---|
| 1 | Cybersafe: Komuniti Digital Terjamin | 2025 - 2026 | National | Government | Suruhanjaya Kebangsaan UNESCO Malaysia |
AWARDS
| No. | Name of Awards/Recognition | Awarding Institution | Year Awarded | Level |
|---|---|---|---|---|
| 1 | Hotoh2.0: The Implementation Of Image Processing Technique For Hilal Visibility Detection Using Python | Umt, Unisza And Tatiuc | 2024 | National |
| 2 | Finemaster: Smart Fines Estimator For Khalwat Cases Using Enhanced Adaptive Neuro-fuzzy Inference System | Umt, Unisza And Tatiuc | 2024 | National |
| 3 | Hotoh2.0: The Implementation Of Image Processing Technique For Hilal Visibility Detection Using Python | Umt, Unisza Dan Tatiuc | 2024 | National |
| 4 | Turtleswishnet: Enhanced Sea Turtle Recognition With Resnet18 And E-swish Activation Function | Umt, Unisza And Tatiuc | 2024 | National |
| 5 | Iaedes – An Automatic System For Aedes Eggs Autocounting | Kementerian Kesihatan Malaysia | 2023 | National |
| 6 | Aedes Tech Apps | Kementerian Pengajian Tinggi | 2022 | International |
| 7 | Aedes Tech Apps | Kementerian Pengajian Tinggi | 2022 | International |
| 8 | Aedestech Apps: Aedes Eggs Auto-counting Mobile Apps | Agensi Nuklear Malaysia | 2022 | National |
