TS. DR. EZMAHAMRUL AFREEN BIN AWALLUDIN
Faculty of Fisheries and Aquaculture Sciences
e.afreen@umt.edu.my
https://wise.umt.edu.my/e.afreen
Executive Summary
-
Expertise
APPLIED SCIENCE AND TECHNOLOGY
Marine, Fisheries And Aquaculture Technology
Aquaculture Technology
Technology for Aquaculture (Including IoT, Engineering, Mechanization and Industrial Revolution 4.0)
Publications
Indexed Journal (Scopus & Wos)
Non-Indexed Journal
Books
Chapter In Books
Proceedings
RM307,900.00
Approved Grants
7
H-Index (Scopus)
5
Number of Projects
6
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 | Deep Learning Models Performance On Marine Fish Species Classification | 2025 | Jurnal Ilmiah Perikanan Dan Kelautan | Scopus | Corresponding Author |
| 2 | Detection Of A New Crescent Moon Using The Maximally Stable Extremal Regions (mser) Technique | 2022 | Astronomy And Computing | Scopus | Co Author |
| 3 | Enhancing Moon Crescent Visibility Using Contrast-limited Adaptive Histogram Equalization And Bilateral Filtering Techniques | 2022 | Journal Of Telecommunications And Information Technology | Scopus | Co Author |
| 4 | 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 |
| 5 | 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 | Co Author |
| 6 | Monitoring Climate Change Effects On Coral Reefs Using Edge-based Image Segmentation | 2024 | International Journal Of Electrical And Computer Engineering | Scopus | Main Author, Corresponding Author |
| 7 | 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 | Co Author |
| 8 | Current Status Of Coral Reef Fish Abundances At Pulau Bidong And Nearby Islands, South China Sea Using Stereo-diver Operated Video System | 2023 | Ocean Science Journal | WoS | Co Author |
| 9 | A Comparative Study Of Various Edge Detection Techniques For Underwater Images | 2022 | Journal Of Telecommunications And Information Technology | Scopus | Main Author |
| 10 | 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 |
Books
| No. | Book Title | Year | Publisher | Authorship |
|---|
Chapter In Books
| No. | Book Title | Chapter Title | Year | Publisher | Authorship |
|---|
Proceeding
| No. | Article Title | Year | Proceeding | Indexing | Authorship |
|---|---|---|---|---|---|
| 1 | A Review Of Coral Reef Classification Study Using Deep Learning Approach | 2023 | Aip Conference Proceedings | Scopus | Corresponding Author |
| 2 | 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 |
| 3 | Comparison Of Convolutional Neural Network Architectures For Sea Turtle Individual’s Recognition | 2023 | Acm International Conference Proceeding Series | Scopus | Co Author |
| 4 | 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 | Projek Pemantauan Pengenalan Alat Bantuan Penangkapan Ikan (unjam) Sebagai Alat Pengumpulan Ikan Di Persekitaran Air Tawar | Co-Researcher | National | Jabatan Perikanan Malaysia (Department of Fisheries) | RM30,000.00 | In Progress |
| 2 | Improving Fish Species Classification With Deep Learning Technology And Promoting Biodiversity Conservation In Bidong Island. | Project Leader | University | UMT | RM20,000.00 | In Progress |
| 3 | Improving Fish Species Classification With Deep Learning Technology And Promoting Biodiversity Conservation In Bidong Island. | Project Leader | University | Universiti Malaysia Terengganu (UMT) | RM20,000.00 | In Progress |
| 4 | A New Unsupervised Deep Learning Framework With Local Features For Underwater Image Matching | Co-Researcher | National | Kementerian Pendidikan Malaysia (KPM) | RM118,950.00 | Completed |
| 5 | A New Unsupervised Deep Learning Framework With Local Features For Underwater Image Matching | Co-Researcher | National | Kementerian Pengajian Tinggi (KPT) | RM118,950.00 | In Progress |
TEACHING
Note: This list is compiled based on data from the last five years.
| No. | Subject Name | Degree Level |
|---|---|---|
| 1 | Projek Ii | Master |
| 2 | Fisheries Biostatistics | Bachelor |
| 3 | Iot Computing In Fisheries | Bachelor |
| 4 | Computer System And Applications | Diploma |
| 5 | Computer Application In Fisheries | Diploma |
| 6 | Final Year Research Project Ii | Bachelor |
| 7 | Final Year Research Project I | Bachelor |
POSTGRADUATE STUDENT
Note: This list is compiled based on data from the last five years.
| No. | Student Name | Degree | Status |
|---|---|---|---|
| 1 | Muhammad Afiq Firdaus Bin Aminudin | Doctor of Philosophy | Ongoing |
| 2 | Muhammad Irsyad Abiyusfi Ghafari | Doctor of Philosophy | Ongoing |
| 3 | Nur Muhammad Afiq Bin Anang | Doctor of Philosophy | Ongoing |
| 4 | Tengku Noorfarahana Binti T Arsad | Master | Completed |
| 5 | Tengku Noorfarahana T Arsad | Master | Completed |
| 6 | Nur Muhammad Afiq Bin Anang | Master | Completed |
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 |
|---|---|---|---|---|---|
| 1 | Edge-based Segmentation Using A Modified Canny Edge Algorithm For Underwater Images | Copyright | Awarded | CRLY2022C02623 | 2022 |
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 | Jemputan Penceramah Bengkel Pemindahan Ilmu Kem ‘road To 4.0’ Semester 1 & 3 Kepada Pelajar Smk Seri Nilam Sekolah Angkat Madani Umt | 2025 - 2025 | University | Community | none |
| 2 | Jemputan Penceramah Bengkel Pemindahan Ilmu Projek Khas Ktp Sedili | 2025 - 2025 | University | Community | none |
AWARDS
| No. | Name of Awards/Recognition | Awarding Institution | Year Awarded | Level |
|---|---|---|---|---|
| 1 | Turtleswishnet: Enhanced Sea Turtle Recognition With Resnet 18 And E-swish Activation Function | Universiti Malayia Terengganu | 2024 | National |
| 2 | Smart Counting System For Innovative Fisheries Management Solutions | Umt | 2023 | National |
| 3 | Deepfisher:innovative Deep Learning Technology For Fish Species Classification | Umt | 2023 | National |
| 4 | Smart Solutions For Fish Species Classification: Harnessing Deep Learning Advancements | Umt | 2023 | National |
| 5 | Ezfish: Automatic Fish Species Classification Systenn Using Deep Learning Approach. | Unisza | 2022 | National |
| 6 | Ezcoral Ldentification: Automatic Coral Reefs Ldentification Systern Using Deep Learning Approach | Unisza | 2022 | National |
| 7 | Ezfish: Aut0matic Fish Species Classificati0n System Using Deep Learning Approach | Kementerian Pengajian Tinggi - Umk | 2022 | International |
