PROFESSOR DR. MUHAMMAD SUZURI BIN HITAM
Faculty of Computer Science & Mathematics
suzuri@umt.edu.my
https://wise.umt.edu.my/suzuri
Executive Summary
-
Expertise
Publications
Indexed Journal (Scopus & Wos)
Non-Indexed Journal
Books
Chapter In Books
Proceedings
RM546,700.00
Approved Grants
9
H-Index (Scopus)
7
Number of Projects
10
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 | Novel Algorithm For Baseline Detection Of Offline Arabic Handwritten Text Recognition | 2024 | Journal Of Advanced Research In Applied Sciences And Engineering Technology | Scopus | Corresponding Author |
| 2 | Attention Aware Dual-path Autoencoder With Asymmetric Loss For Recognition In Complex Scenes | 2025 | International Journal Of Advanced Computer Science And Applications | WoS | Co Author |
| 3 | 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 |
| 4 | Spatio-frequency Texture Analysis Using Wavelet Increment Entropy: Methodology And Application To Mri In Multiple Sclerosis | 2026 | Information Sciences | 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 | Exploring Transfer Learning And Convolutional Autoencoder For Effective Kitchen Utensils Classification | 2025 | Malaysian Journal Of Computing | Non-Index | Co Author |
| 7 | Comparison Of Faster R-cnn And Yolov5 For Overlapping Objects Recognition | 2023 | Baghdad Science Journal | WoS | Co Author |
| 8 | Monitoring Climate Change Effects On Coral Reefs Using Edge-based Image Segmentation | 2024 | International Journal Of Electrical And Computer Engineering | Scopus | Co 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 | Corresponding 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 |
| 11 | A Comparative Study Of Various Edge Detection Techniques For Underwater Images | 2022 | Journal Of Telecommunications And Information Technology | Scopus | Co Author |
| 12 | Advancements In Texture Analysis And Classification: A Bibliometric Review Of Entropy-based Approaches | 2025 | International Journal Of Advanced Computer Science And Applications | WoS | Corresponding Author |
| 13 | Comparison Of Faster R-cnn And Yolov5 For Overlapping Objects Recognition | 2023 | Baghdad Science Journal | Scopus | Co Author |
| 14 | Deep Learning For Overlapping Objects Detection With Noise: A Bibliometric Analysis [pembelajaran Mendalam Untuk Pengesanan Objek Bertindih Dengan Kebisingan: Analisis Bibliometrik] | 2024 | Asia-pacific Journal Of Information Technology And Multimedia | Scopus | Co Author |
| 15 | 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 |
| 16 | Bidimensional Increment Entropy For Texture Analysis: Theoretical Validation And Application To Colon Cancer Images | 2025 | Entropy | WoS | Corresponding 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 Paper On Image Segmentation Techniques Based On Colour And Texture Features | 2023 | Aip Conference Proceedings | Scopus | Corresponding Author |
| 2 | A Review Of Coral Reef Classification Study Using Deep Learning Approach | 2023 | Aip Conference Proceedings | Scopus | Co Author |
| 3 | Classification Of Kitchen Utensils In Noisy Condition Using Yolov5 With Multiple Deep Learning Backbones | 2024 | 2024 Ieee International Conference On Automatic Control And Intelligent Systems, I2cacis 2024 - Proceedings | Scopus | Co Author |
| 4 | 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 |
| 5 | Comparison Of Convolutional Neural Network Architectures For Sea Turtle Individual’s Recognition | 2023 | Acm International Conference Proceeding Series | Scopus | Co Author |
| 6 | Blood Cell Detection And Counting In Microscopy Images Using Overlapping Object Recognizing Model | 2023 | 1st International Postgraduate Conference On Ocean Engineering Technology And Informatics 2021, Ipcoeti 2021 | Scopus | Co Author |
| 7 | Comparison Of Different Convolutional Neural Network Techniques For Car Models Classification | 2023 | Aip Conference Proceedings | Scopus | Co Author |
| 8 | Dual-path Autoencoder-densenet Architecture For Robust Object Classification Via Background-free Reconstruction And Multi-task Feature Fusion | 2025 | Scopus | Corresponding Author | |
| 9 | Improving Palm Oil Price Forecasting Using A Gaussian-enhanced Generative Adversarial Imputation Network | 2025 | 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 | Sequence-clov: Explainable Transformer-based Android Malware Detection With Behavioural Visualization Techniques | Co-Researcher | University | UMT | RM20,000.00 | In Progress |
| 2 | A Novel Multi-modal Feature Extraction And Deep Learning Autoencoder For Objects In Complex Scenes | Co-Researcher | National | Kementerian Pengajian Tinggi (KPT) | RM79,850.00 | In Progress |
| 3 | A New Unsupervised Deep Learning Framework With Local Features For Underwater Image Matching | Co-Researcher | National | Kementerian Pendidikan Malaysia (KPM) | RM118,950.00 | Completed |
| 4 | 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 |
| 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 |
| 6 | A Modified Convolution Neural Network For Classifying Overlapping Objects | Co-Researcher | National | Kementerian Pendidikan Malaysia (KPM) | RM45,000.00 | Completed |
| 7 | A Modified Convolutional Neural Network For Classifying Overlapping Objects | Co-Researcher | National | UMT-FRGS RACER | RM45,000.00 | In Progress |
TEACHING
Note: This list is compiled based on data from the last five years.
| No. | Subject Name | Degree Level |
|---|---|---|
| 1 | Intelligence System | Bachelor |
| 2 | Discrete Structures | Bachelor |
| 3 | Special Topics | Bachelor |
| 4 | Pervasive Software Engineering | Bachelor |
| 5 | Technology And Application To Maritime Informatics | Bachelor |
| 6 | Data Structure | Bachelor |
| 7 | Discrete Structure | Bachelor |
| 8 | Modelling And Simulation | Bachelor |
| 9 | Basic Programming | Bachelor |
| 10 | Intelligent System | Bachelor |
| 11 | Computer Programming | Bachelor |
| 12 | Computer System And Application | Bachelor |
| 13 | Digital Image Processing | Bachelor |
| 14 | Iot Computing | Bachelor |
| 15 | Human Computer Interaction | Bachelor |
| 16 | User Interface Engineering | Bachelor |
| 17 | Object Oriented Programming | Bachelor |
| 18 | Information Structure | Bachelor |
POSTGRADUATE STUDENT
Note: This list is compiled based on data from the last five years.
| No. | Student Name | Degree | Status |
|---|---|---|---|
| 1 | Ahmad Mustafa Ali Almasri | Doctor of Philosophy | Ongoing |
| 2 | Mohd Erman Safawie Bin Che Ibrahim | Doctor of Philosophy | Ongoing |
| 3 | Siti Nurfarahim Binti Shaharudin | Doctor of Philosophy | Ongoing |
| 4 | Sayyam Malik | Doctor of Philosophy | Ongoing |
| 5 | Muqaddas Abid | Doctor of Philosophy | Ongoing |
| 6 | Muhammad Sauood | Doctor of Philosophy | Ongoing |
| 7 | Bambang Santoso | Doctor of Philosophy | Ongoing |
| 8 | Alvino Octaviano | Doctor of Philosophy | Ongoing |
| 9 | Mohammad Amyruddin Bin Shamsuddin | Master | Ongoing |
| 10 | Hashim Bin Rosli | 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 |
|---|---|---|---|---|---|
| 1 | A Modified Convolution Neural Network (mcnn) For Classifying Overlapping Objects | Copyright | Awarded | LY2023W02576 | 2023 |
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 |
|---|
AWARDS
| No. | Name of Awards/Recognition | Awarding Institution | Year Awarded | Level |
|---|
