Untuk Kegunaan UKM sahaja

For UKM use only

Curriculum Vitae


MAKLUMAT ASAS

PROF. MADYA DR. AZIZI BIN ABDULLAH

PENSYARAH UNIVERSITI
PUSAT KAJIAN TEKNOLOGI KECERDASAN BUATAN (CAIT)
No.rasmi UKM : 03 8921 5555
BIOGRAFI /BIOGRAPHY

AZIZI ABDULLAH obtained the BSc Computer Science from Universiti Kebangsaan Malaysia and completed the MSc in Software Engineering at University of Malaya, Malaysia. He received the PhD Degree from Utrecht University, The Netherlands in 2010. He is currently an Associate Professor in the Center for Artificial Intelligent (CAIT), Faculty of Technology and Information Science, University Kebangsaan Malaysia. His current research focuses on the algorithmic aspects of computer vision, machine learning and robotics, like the algorithm design and analysis, and experimental verification.

KELAYAKAN AKADEMIK / ACADEMIC QUALIFICATION
(Bidang Pengajian),(Peringkat),(Institusi),(Tahun)
Machine Vision , Doktor Falsafah , UTRECHT UNIVERSITY, THE NETHERLANDS , 2010
KEJURUTERAAN PERISIAN , Sarjana , UM , 1999
SAINS KOMPUTER , Sarjana Muda , UKM , 1996
KEPAKARAN / EXPERTISE
ARTIFICIAL INTELLIGENCE - COMPUTER VISION
ARTIFICIAL INTELLIGENCE - MACHINE LEARNING
ARTIFICIAL INTELLIGENCE - ROBOTICS
PENERBITAN TERKINI / LATEST PUBLICATION

Penerbitan Berimpak Tinggi

Dheeb Albashish, Hossam M. J. Mustafa, Ruba Abu Khurma, Basela Hasan, Sulieman Bani-ahmad, Azizi Abdullah, Anas Arram.  (2024).  Enhanced Meta-heuristic Methods For Industrial Winding Process Modelling.  - Expert System.  1-23. 
Xuanzhi Liao, Shahnorbanun Sahran, Azizi Abdullah And Syaimak Abdul Shukor.  (2022).  Adacb: An Adaptive Gradient Method With Convergence Range Bound Of Learning Rate.  - Applied Sciences.  9389-9404. 
Nor Ashidah Selamat Dan Azizi Abdullah Dan Norizan Mat Diah.  (2022).  Association Features Of Smote And Rose For Drug Addiction Relapse Risk.  - Journal Of King Saud University - Computer And Information Sciences.  7710-7719. 
Monirul Islam Pavel, Siok Yee Tan, And Azizi Abdullah.  (2022).  Vision-based Autonomous Vehicle Systems Based On Deep Learning: A Systematic Literature Review.  - Applied Sciences.  1-51. 
Siok Yee Tan, Haslina Arshad, Azizi Abdullah.  (2021).  An Improved Colour Binary Descriptor Algorithm For Mobile Augmented Reality.  - Virtual Reality.  1193-1219. 
Siok Yee Tan, Haslina Arshad, Azizi Abdullah.  (2019).  Distinctive Accuracy Measurement Of Binary Descriptors In Mobile Augmented Reality.  - Plos One. 
Shahnorbanun Sahrana, Dheeb Albashishb, Azizi Abdullaha, Nordashima Abd Shukorc, Suria Hayati Md Pauzi.  (2018).  Absolute Cosine-based Svm-rfe Feature Selection Method For Prostate Histopathological Grading.  - Artificial Intelligence In Medicine. 
F. Kasmin, A. Abdullah, A.s. Prabuwono.  (2017).  Ensemble Of Steerable Local Neighbourhood Grey-level Information For Binarization.  - Pattern Recognition Letters.  8-15. 
Joko Siswantoro,anton Satria Prabuwono,azizi Abdullah,bahari Idrus.  (2016).  A Linear Model Based On Kalman Filter For Improving Neural Network Classification Performance.  - Expert Systems With Applications.  112-122. 
Joko Siswantoro,anton Satria Prabuwono, Azizi Abdullah,and Bahari Idrus.  (2014).  Monte Carlo Method With Heuristic Adjustment For Irregularly Shaped Food Product Volume Measurement.  - The Scientific World Journal.  2014:1-10. 
S. Nashat, A. Abdullah, M.z. Abdullah.  (2014).  Machine Vision For Crack Inspection Of Biscuits Featuring Pyramid Detection Scheme.  - Journal Of Food Engineering.  120:233-247. 
S. Nashat, A. Abdullah, S. Aramvith, M.z. Abdullah.  (2011).  Support Vector Machine Approach To Real-time Inspection Of Biscuits On Moving Conveyor Belt.  - Computers And Electronics In Agriculture.  75(1):147-158. 

Penerbitan WOS

Siti Norul Huda Sheikh Abdullah, Abbas Salimi Zaini, Bedir Yilmaz, Azizi Abdullah, Nor Sakinah Binti Md Othman, Ven Jyn Kok.  (2019).  Contour Based Tracking For Driveway Entrance Counting System.  - International Journal Of Integrated Engineering.  1-10. 
Dheeb Albashish, Shahnorbanun Sahran, Azizi Abdullah, Mohammed Alwesha, Afzan Adam.  (2018).  A Hierarchical Classifier For Multiclass Prostate Histopathology Image Gleason Grading.  - Journal Of Information And Communication Technology. 
Mohammed Omar Salameh, Azizi Abdullah And Shahnorbanun Sahran.  (2017).  Ensemble Of Bayesian Filters For Loop Closure Detection.  - Pertanika Journal Of Science & Technology.  235-242. 
Fauziah Kasmin, Azizi Abdullah Dan Anton Satria Prabuwono.  (2017).  Weight Determination For Supervised Binarization Algorithm Based On Or Decomposition.  - Jurnal Teknologi.  97-106. 
S. Nashat, A. Abdullah, M. Z. Abdullah.  (2012).  Unimodal Thresholding For Laplacian-basedcanny Deriche Filter.  - Pattern Recognition Letters.  33(10):1269-1286. 

Penerbitan SCOPUS/ERA

Dheeb Albashish, Hossam M. J. Mustafa, Ruba Abu Khurma, Basela Hasan, Sulieman Bani-ahmad, Azizi Abdullah, Anas Arram.  (2024).  Enhanced Meta-heuristic Methods For Industrial Winding Process Modelling.  - Expert System.  1-23. 
Diah Arianti, Azizi Abdullah, Shahnorbanun Sahran, Wong Zhyqin.  (2024).  Weighted Pso Ensemble Using Diversity Of Cnn Classifiers And Color Space For Endoscopy Image Classification.  - International Journal Of Advanced Computer Science And Applications.  1137-1114. 
Ahmad Jazimin Jusoh, Muh Khairul Wajedi Imami, Ciptro Handrianto, Ahmad Nazir Mohd Isa, Siti Zobidah Omar, Azizi Abdullah, Suzaily Wahab.  (2023).  Verification The Reliability And Validity Of A Malaysian Version Of Rathus Assertiveness Schedule As Drug Prevention Scale.  - Islamic Guidance And Counseling Journal.  1-16. 
Xuanzhi Liao, Shahnorbanun Sahran, Azizi Abdullah And Syaimak Abdul Shukor.  (2022).  Adacb: An Adaptive Gradient Method With Convergence Range Bound Of Learning Rate.  - Applied Sciences.  9389-9404. 
Amran Binomairah, Azizi Abdullah, Bee Ee Khoo, Zeinab Mahdavipour, Teow Wee Teo, Nor Shahirah Mohd Noor And Mohd Zaid Abdullah.  (2022).  Detection Of Microcracks And Dark Spots In Monocrystalline Perc Cells Using Photoluminescene Imaging And Yolo-based Cnn With Spatial Pyramid Pooling.  - Epj Photovoltaics.  1-12. 
Nor Ashidah Selamat Dan Azizi Abdullah Dan Norizan Mat Diah.  (2022).  Association Features Of Smote And Rose For Drug Addiction Relapse Risk.  - Journal Of King Saud University - Computer And Information Sciences.  7710-7719. 
Monirul Islam Pavel, Siok Yee Tan, And Azizi Abdullah.  (2022).  Vision-based Autonomous Vehicle Systems Based On Deep Learning: A Systematic Literature Review.  - Applied Sciences.  1-51. 
Norizan Mat Diah, Ratna Zuarni Ramli, Nor Azan Mat Zin And Azizi Abdullah.  (2022).  Real-time Feedback Engine For Online Jawi Character Recognition.  - International Journal Of Advanced Technology And Engineering Exploration.  477-489. 
Siok Yee Tan, Haslina Arshad, Azizi Abdullah.  (2021).  An Improved Colour Binary Descriptor Algorithm For Mobile Augmented Reality.  - Virtual Reality.  1193-1219. 
Azizi Abdullah And Warhamni Jani@mokhtar.  (2021).  Soft Marking Scheme Of Svm Hierarchical Classifiers For Attack Classification.  - Journal Of Computer Science.  803-813. 
Azizi Abdullah, Izwan Azmi, Mohammad Faidzul Nasrudin, Mohammed Salameh.  (2021).  Fixed Partitioning Using An Heuristic Approach For Loop Closure Detection.  - Journal Of Theoretical And Applied Information Technology.  1719-1729. 
Ciptro Handrianto, Ahmad Jazimin Jusoh, Pauline Swee Choo Goh, Nazre Abdul Rashid, Azizi Abdullah And M. Arinal Rahman.  (2021).  Teaching Competency Of Teachers For Curbing Drug And Substance Abuse (dsa) In Malaysian Secondary Schools.  - Journal Of Drug And Alcohol Research.  1-7. 
Azizi Abdullah, Jaison Oothariasamy.  (2020).  Vehicle Counting Using Deep Learning Models: A Comparative Study.  - International Journal Of Advanced Computer Science And Applications.  697-703. 
Zuraini Othman, Azizi Abdullah, Fauziah Kasmin And Sharifah Sharifah Sakinah Syed Ahmad.  (2020).  Adaptive Multi Type Of Interpolation For Iris Localization.  - International Journal Of Advanced Trends In Computer Science And Engineering.  5053-5058. 
Siti Norul Huda Sheikh Abdullah, Abbas Salimi Zaini, Bedir Yilmaz, Azizi Abdullah, Nor Sakinah Binti Md Othman, Ven Jyn Kok.  (2019).  Contour Based Tracking For Driveway Entrance Counting System.  - International Journal Of Integrated Engineering.  1-10. 
Siok Yee Tan, Haslina Arshad, Azizi Abdullah.  (2019).  Distinctive Accuracy Measurement Of Binary Descriptors In Mobile Augmented Reality.  - Plos One. 
Mudzfirah Abdul Halim Dan Azizi Abdullah Dan Khairul Akram Zainol Ariffin.  (2019).  Recurrent Neural Network For Malware Detection.  - International Journal Of Advances In Soft Computing And Its Application.  46-63. 
Mohammed Salameh, Azizi Abdullah, Shahnorbanun Sahran.  (2018).  Multiple Descriptors For Visual Odometry Trajectory Estimation.  - International Journal On Advanced Science, Engineering And Information Technology. 
Zuraini Othman, Azizi Abdullah.  (2018).  Adaptive Threshold And Piecewise Fitting For Iris Localisation.  - Journal Of Telecommunication, Electronic And Computer Engineering. 
Siok Yee Tan, Haslina Arshad, Azizi Abdullah.  (2018).  An Efficient And Robust Mobile Augmented Reality Application.  - International Journal On Advanced Science, Engineering And Information Technology,. 
Shahnorbanun Sahrana, Dheeb Albashishb, Azizi Abdullaha, Nordashima Abd Shukorc, Suria Hayati Md Pauzi.  (2018).  Absolute Cosine-based Svm-rfe Feature Selection Method For Prostate Histopathological Grading.  - Artificial Intelligence In Medicine. 
Dheeb Albashish, Shahnorbanun Sahran, Azizi Abdullah, Mohammed Alwesha, Afzan Adam.  (2018).  A Hierarchical Classifier For Multiclass Prostate Histopathology Image Gleason Grading.  - Journal Of Information And Communication Technology. 
Wan Noor Aziezan Baharuddin, Siti Norul Huda Sheikh Abdullah, Shahnorbanun Sahran, Ashwaq Qasem, Rizuana Iqbal Hussain, Azizi Abdullah.  (2018).  Breast Tissue Classification Via Interval Type 2 Fuzzy Logic Based Rough Set.  - International Journal On Advanced Science, Engineering And Information Technology. 
Zuraini Othman, Azizi Abdullah, Anton Satria Prabuwono.  (2018).  Iris Localization Algorithm Using Region Growing And Support Vector Machine.  - Advanced Science Letters.  1005-1011. 
Nor Azman Mat Ariff, Azizi Abdullah, Mohammad Faidzul Nasrudin.  (2018).  Experimental Approach Based On Ensemble And Frequent Itemset Mining For Image Spam Filtering.  - Journal Of Telecommunication, Electronic And Computer Engineering. 
Fauziah Kasmin, Azizi Abdullah, Anton Satria Prabuwono.  (2017).  Retinal Blood Vessel Segmentation Using Ensemble Of Single Oriented Mask Filters.  - International Journal Of Electrical And Computer Engineering.  1414-1422. 
Mohammed Omar Salameh, Azizi Abdullah And Shahnorbanun Sahran.  (2017).  Ensemble Of Bayesian Filters For Loop Closure Detection.  - Pertanika Journal Of Science & Technology.  235-242. 
Fauziah Kasmin, Azizi Abdullah Dan Anton Satria Prabuwono.  (2017).  Weight Determination For Supervised Binarization Algorithm Based On Or Decomposition.  - Jurnal Teknologi.  97-106. 
F. Kasmin, A. Abdullah, A.s. Prabuwono.  (2017).  Ensemble Of Steerable Local Neighbourhood Grey-level Information For Binarization.  - Pattern Recognition Letters.  8-15. 
Joko Siswantoro, Anton Satria Prabuwono, Azizi Abdullah, Bahari Indrus.  (2017).  Hybrid Neural Network And Linear Model For Natural Produce Recognition Using Computer Vision.  - Journal Of Ict Research And Applications.  184-198. 
Siok Yee Tan, Haslina Arshad, Azizi Abdullah, Waqas Khalid Obeidy.  (2016).  A New Illumination Invariant Feature Based On Freak Descriptor In Rgb Color Space.  - Journal Of Theoretical And Applied Information Technology.  207-214. 
Dheeb Albashish, Shahnorbanun Sahran, Azizi Abdullah, Nordashima Abd Shukor, Suria Pauzi.  (2016).  Ensemble Learning Of Tissue Components For Prostate Histopathology Image Grading.  - International Journal On Advanced Science Engineering Information Technology.  1134-1140. 
Joko Siswantoro,anton Satria Prabuwono,azizi Abdullah,bahari Idrus.  (2016).  A Linear Model Based On Kalman Filter For Improving Neural Network Classification Performance.  - Expert Systems With Applications.  112-122. 
Fauziah Kasmin, Azizi Abdullah, Anton Satria Prabuwono.  (2015).  Ensembles Of Normalization Techniques To Improve The Accuracy Of Otsu Method.  - Applied Mathematical Sciences.  1565 - 1578. 
Joko Siswantoro,anton Satria Prabuwono, Azizi Abdullah,and Bahari Idrus.  (2014).  Monte Carlo Method With Heuristic Adjustment For Irregularly Shaped Food Product Volume Measurement.  - The Scientific World Journal.  2014:1-10. 
Joko Siswantoro,anton Satria Prabuwono, Azizi Abdullah.  (2014).  Volume Measurement Algorithm For Food Product With Irregular Shape Using Computer Vision Based On Monte Carlo Method.  - Journal Of Ict Research And Applications.  1-17. 
Abbas M. Ali, Md Jan Nordin And Azizi Abdullah.  (2014).  A Spatial Visual Words Of Discrete Image Scene For Indoor Localization.  - Research Journal Of Applied Sciences, Engineering And Technology.  7(14): 2806-2812. 
S. Nashat, A. Abdullah, M.z. Abdullah.  (2014).  Machine Vision For Crack Inspection Of Biscuits Featuring Pyramid Detection Scheme.  - Journal Of Food Engineering.  120:233-247. 
Fauziah Kasmin, Anton Satria Prabuwono, Azizi Abdullah.  (2012).  Detection Of Leukemia In Human Blood Sample Based On Microscopic Images: A Study.  - Journal Of Theoretical And Applied Information Technology.  46(2):0579-0586. 
S. Nashat, A. Abdullah, M. Z. Abdullah.  (2012).  Unimodal Thresholding For Laplacian-basedcanny Deriche Filter.  - Pattern Recognition Letters.  33(10):1269-1286. 
S. Nashat, A. Abdullah, S. Aramvith, M.z. Abdullah.  (2011).  Support Vector Machine Approach To Real-time Inspection Of Biscuits On Moving Conveyor Belt.  - Computers And Electronics In Agriculture.  75(1):147-158. 

Prosiding Terindeks

Zul Hilmi Abdullah, Waidah Ismail, Lailatul Qadri Zakaria, Shaharudin Ismail & Azizi Abdullah.  (2023).  Classification Of Exercise Game Data For Rehabilitation Using Machine Learning Algorithms.  - The International Conference On Data Science And Emerging Technologies.  293-304. 
Adrus Mohamad Tazuddin, Azizi Abdullah, Zainal Rasyid Mahayuddin.  (2023).  Hierarchical Cnn Automated Hierarchy Creation Using Output Prediction Analysis With Misprediction Matrix.  - 2023 International Conference On Electrical Engineering And Informatics.  155-160. 
Ken Lun Lam, Azizi Abdullah, And Dheeb Albashish.  (2023).  Ensemble Of Fully Convolutional Neural Networks With End-to-end Learning For Small Object Semantic Segmentation.  - Robot Intelligence Technology And Applications 7.  125-135. 
Adrus Mohamad Tazuddin, Azizi Abdullah, Zainal Rasyid Mahayuddin.  (2023).  Enhancing Hierarchical Cnn Via Pathway Loss And Reference Forwarding Syynergy Method.  - 2023 International Conference On Electrical Engineering And Informatics.  161-166. 
Zaidah Ibrahim, Norizan Mat Diah, Muhammad Eirfan Azmi, Azizi Abdullah, And Nor Azan Mat Zin.  (2022).  Real-time Mobile Application For Handwritten Digit Recognition Using Mobilenet.  - Proceedings Of The 11th International Conference On Robotics, Vision, Signal Processing And Power Applications.  1003-1008. 
Azizi Abdullah Dan Dheeb Albashish.  (2021).  Empirical Comparision On Boosted Cascade Of Haar-like Features To Histogram Of Oriented Gradients For Person Detection.  - 2021 International Conference On Electrical Engineering And Informatics (iceei).  1-6. 
Umar Affandi Shahrin Iskandar, Norizan Mat Diah, Marina Ismail, Azizi Abdullah.  (2021).  Comparing The Efficiency Of Pathfinding Algorithms For Npcs In Platform Games.  - 2nd International Conference On Information Security And Computer Technology (icisct 2021).  1-10. 
Zuraini Othman, Sharifah Sakinah Syed Ahmad, Fauziah Kasmin, Azizi Abdullah And Nur Hajar Zamah Shari.  (2021).  Local Image Analysis Of Malaysian Herbs Leaves Using Canny Edge Detection Algorithm.  - International Conference On Soft Computing In Data Science.  254-265. 
Dheeb Albashish, Rizik Al-sayyed, Azizi Abdullah, Mohammad Hashem Ryalat, Nedaa Ahmad Almansour.  (2021).  Deep Cnn Model Based On Vgg16 For Breast Cancer Classification.  - 2021 International Conference On Information Technology (icit).  805-810. 
Inas A. A. Yosif, Azizi Abdullah.  (2021).  Visual Object Categorization Using Combination Rules For Multiple Classifiers.  - 2021 Ieee 1st International Maghreb Meeting Of The Conference On Sciences And Techniques Of Automatic Control And Computer Engineering Mi-sta, 25-27 May 2021, Tripoli-libya.  270-275. 
Zuraini Othman, Azizi Abdullah, Fauziah Kasmin And Sharifah Sakinah Syed Ahmad.  (2019).  Effect Of Supervised Region Of Interest Against Edge Detection Method For Iris Localisation.  - Intelligent And Interactive Computing.  249-263. 
Ariff N.a.m., Abdullah A., Nasrudin M.f..  (2016).  Multi Spatial Resolution For Image Spam Filtering.  - Lecture Notes In Electrical Engineering.  1209-1217. 
Mohammed Omar Salameh ; Azizi Abdullah ; Shahnorbanun Sahran.  (2016).  Ensemble Of Vector And Binary Descriptor For Loop Closure Detection.  - The 4th International Conference On Robot Intelligence Technology And Applications, Bucheon South Korea.  329-340. 
Wan Noor Aziezan Baharuddin , Siti Norul Huda Sheikh Abdullah , Shahnorbanun Sahran, Ashwaq Qasem, And Azizi Bin Abdullah, Rizuana Iqbal, Fuad Ismail.  (2016).  Type 2 Fuzzy Logic For Mammogram Breast Tissue Classification.  - 2016 International Conference On Industrial Informatics And Computer Systems (ciics). 
Enas A. A. Eqlouss, Azizi Abdullah, Siti Norul Huda Sheikh Abdullah.  (2013).  Ensembles Of Gradient Based Descriptors With Derivative Filters For Visual Object Categorization.  - The First International Conference On Robot Intelligence Technology And Applications (rita 2012), Gwangju, South Korea.. 
Joko Siswantoro, Anton Satria Prabuwono, Azizi Abdullah.  (2013).  Volume Measurement Of Food Product With Irregular Shape Using Computer Vision And Monte Carlo Method.  - Procedia Technology - The 4th International Conference On Electri Cal Engineering And Informatics (iceei 2013). 
Joko Siswantoro, Anton Satria Prabuwono, Azizi Abdullah.  (2013).  Real World Coordinate From Image Coordinate Using Single Calibrated Camera Based On Analytic Geometry.  - Second International Multi-conference On Artificial Intelligence Technology, M-cait 2013.  1-11. 
Shahrul Azman Noah, Azizi Abdullah, Haslina Arshad, Azuraliza Abu Bakar, Zulaiha Ali Othman, Shahnorbanum Sahran, Nazlia Omar, Zalinda Othman.  (2013).  Soft Computing Applications And Intelligent Systems : Communications In Computer And Information Science (ccis).  - Communications In Computer And Information Science (ccis) - Soft Computing Applications And Intelligent Systems : 2nd International Multi-conference On Artificial Intelligence Technology (m-cait 2013). 
Fauziah Kasmin, Azizi Abdullah, Anton Satria Prabuwono.  (2012).  The Effect Of Normalization Techniques And Their Ensembles Towards Otsu Method.  - Proceedings Of The 2012 4th International Conference Of Soft Computing And Pattern Recognition (socpar). 
Zuraini Othman, Azizi Abdullah, Anton Satria Prabuwono.  (2012).  A Statistical Approach Of Multiple Resolution Levels For Canny Edge Detection.  - Proceedings Of The 2012 4th International Conference On Soft Computing And Pattern Recognition (socpar). 
Hayder Ayad, Siti Norul Huda Sheikh Abdullah, And Azizi Abdullah.  (2012).  Visual Object Categorization Based On Orientation Descriptor.  - Sixth Asia International Conference On Mathematical Modelling And Computer Simulation, Kuala Lumpur Dan Bali. 
Mohd Sanusi Azmi, Khairuddin Omar, Mohammad Faidzul Nasrudin, Khadijah Wan Mohd Ghazali, Azizi Abdullah.  (2011).  Arabic Calligraphy Identification For Digital Jawi Paleography Using Triangle Blocks.  - 2011 International Conference On Electrical Engineering And Informatics, Iceei 2011; Bandung. 
Mohd Sanusi Azmi, Khairuddin Omar, Mohammad Faidzul Nasrudin, Azah Kamilah Muda And Azizi Abdullah.  (2011).  Arabic Calligraphy Classification Using Triangle Model For Digital Jawi Paleography Analysis.  - 2011 11th International Conference On Hybrid Intelligent Systems, His 2011;malacca. 
Doli Anggia Harahap, Anton Satria Prabuwono, And Azizi Abdullah.  (2011).  Codebook Model For Real Time Robot Soccer Recognition: A Comparative Study.  - 14th Fira Roboworld Congress On Next Wave In Robotics, Fira 2011; Kaohsiung (communications In Computer And Information Science). 
Mohd Sanusi Azmi, Mohammad Faidzul Nasrudin, Khairuddin Omar, Azah Kamilah Muda, Azizi Abdullah.  (2011).  Arabic Calligraphy Classification Using Triangle Model For Digital Jawi Paleography Analysis.  - 2011 11th International Conference On Hybrid Intelligent Systems (his) Melaka Malaysia. 
Doli Anggia Harahap, Anton Satria Prabuwono, Azizi Abdullah.  (2011).  Illumination Normalization Methods For Object Recognition In Robot Soccer Vision.  - 2011 International Conference On Pattern Analysis And Intelligent Robotics (icpair). 
Hairizan Bin Adam, Mohd Fauzi Bin Hassan, Muhamad Jais Bin Gimin, Azizi Bin Abdullah.  (2011).  Material Surface Analysis For Robot Labeling.  - 2011 International Conference On Pattern Analysis And Intelligent Robotics (icpair). 
S.nashat, A.abdullah And M.z.abdullah.  (2011).  A Robust Crack Detection Method For Non-uniform Distributions Of Coloured And Textured Image.  - 2011 Ieee International Conference On Imaging Systems And Techniques, Ist 2011; Batu Ferringhi, Penang;. 
Mohd Sanusi Azmi, Khairuddin Omar, Mohammad Faidzul Nasrudin,azah Kamilah Muda, Azizi Abdullah.  (2011).  Digital Paleography: Using The Digital Representation Of Jawi Manuscripts To Support Paleographic Analysis.  - 2011 International Conference On Pattern Analysis And Intelligent Robotics (icpair). 
Azizi Abdullah, Remco C. Veltkamp, Marco A. Wiering.  (2010).  Ensembles Of Novel Visual Keywords Descriptors For Image Categorization..  - Proceedings Of The 11th International Conference On Control, Automation, Robotics And Vision (icarcv 2010). 
Azizi Abdullah, Remco C.veltkamp, Marco A.wiering.  (2009).  Spatial Pyramids And Two-layer Stacking Svm Classifiers For Image Categorization: A Comparative Study.  - Ijcnn`09 Proceedings Of The 2009 International Joint Conference On Neural Networks. 

Buku Penyelidikan

Joko Siswantoro, Azizi Abdullah, Anton Satria Prabuwono, Bahari Idrus.  (2022).  Sistem Penglihatan Komputer: Pengukuran Isipadu Produk Menggunakan Kaedah Monte Carlo.  - 158. 
Shahnorbanun Sahran, Ashwaq Qasem, Khairuddin Omar, Dheeb Albashih, Afzan Adam, Siti Norul Huda Sheikh Abdullah, Azizi Abdullah, Rizuana Iqbal Hussain, Fuad Ismail, Norlia Abdullah, Suria Hayati Md Pauzi, Nurdashima Abd Shukor.  (2018).  Breast Cancer And Surgery.  - 19. 
Tan Siok Yee, Haslina Arshad & Azizi Abdullah.  (2017).  Computational Intelligence For Data Science Application.  - 6. 
Abdul Hadi Abd Rahman, Shahnorbanun Sahran, Khairul Akram Zainol Ariffin, Salwani Abdullah, Mohammad Faidzul Nasrudin, Siti Norul Huda Sheikh Abdullah, Azizi Abdullah, Lailatul Qadri Zakaria, Nazatul Aini Abd Majid & Sabrina Tiun Abdullah.  (2017).  Penyelidikan Komputeran Dalam Era Revolusi Industri 4.0.  - 7. 
Wan Noor Aziezan Baharuddin, Rizuana Iqbal Hussain, Siti Norul Huda Sheikh Abdullah, Neno Fitri, And Azizi Abdullah.  (2013).  Soft Computing Applications And Intelligent Systems.  - CCIS 378, 99-110. 

Bab Dalam Buku

Azizi Abdullah, Mohammed Omar Salameh Dan Abdul Hadi Abd Rahman.  (2021).  Robot Dan Kecerdasan Buatan Era Revolusi Industri 4.0.  - 12. 
Shahnorbanun Sahran, Ashwaq Qasem, Khairuddin Omar, Dheeb Albashih, Afzan Adam, Siti Norul Huda Sheikh Abdullah, Azizi Abdullah, Rizuana Iqbal Hussain, Fuad Ismail, Norlia Abdullah, Suria Hayati Md Pauzi, Nurdashima Abd Shukor.  (2018).  Breast Cancer And Surgery.  - 19. 
Tan Siok Yee, Haslina Arshad & Azizi Abdullah.  (2017).  Computational Intelligence For Data Science Application.  - 6. 
Abdul Hadi Abd Rahman, Shahnorbanun Sahran, Khairul Akram Zainol Ariffin, Salwani Abdullah, Mohammad Faidzul Nasrudin, Siti Norul Huda Sheikh Abdullah, Azizi Abdullah, Lailatul Qadri Zakaria, Nazatul Aini Abd Majid & Sabrina Tiun Abdullah.  (2017).  Penyelidikan Komputeran Dalam Era Revolusi Industri 4.0.  - 7. 
Azizi Abdullah & Nor Samsiah Sani.  (2017).  Penyelidikan Komputeran Dalam Era Revolusi Industri 4.0.  - 7. 
Wan Noor Aziezan Baharuddin, Rizuana Iqbal Hussain, Siti Norul Huda Sheikh Abdullah, Neno Fitri, And Azizi Abdullah.  (2013).  Soft Computing Applications And Intelligent Systems.  - CCIS 378, 99-110. 

Penulisan Dalam Bahasa Melayu

Joko Siswantoro, Azizi Abdullah, Anton Satria Prabuwono, Bahari Idrus.  (2022).  Sistem Penglihatan Komputer: Pengukuran Isipadu Produk Menggunakan Kaedah Monte Carlo.  - 158. 
Fauziah Kasmin, Azizi Abdullah Dan Anton Satria Prabuwono.  (2021).  Pembinaan Imej Perduaan Menggunakan Penggabungan Penormalan Dan Kemudi Kejiranan Setempat.  - 177. 
Azizi Bin Abdullah.  (2010).  Supervised Learning Algorithms For Visual Object Categorization.  - 131. 
Zawiyah Mohammad Yusof, Hairudin Harun, Masnizah Mohd, Nazura Abdul Manap, Azizi Abdullah.  (2007).  Teknologi Maklumat Dan Komunikasi: Etika, Undang-undang Dan Sosial..  - 227. 
Zawiyah Mohammad Yusof, Hairudin Harun, Masnizah Mohd, Nazura Abdul Manap, Azizi Abdullah.  (2007).  Teknologi Maklumat Dan Komunikasi: Etika, Undang-undang Dan Sosial.  - 284. 
Zawiyah M. Yusof, Nazura Abdul Manap, Masnizah Mohd, Azizi Abdullah, Hafiz Mohd Sarim, Tengku Mohd Tengku Sembok.  (2005).  Teknologi Maklumat Dan Komunikasi : Etika, Undang-undang Dan Sosial.  - 284. 

Penerbitan Lain-lain

Syaimak Abdul Shukor, Zalinda Othman, Azizi Abdullah, Shahnorbanun Sahran, Mohd Ridzwan Yaakub, Kerk Yi Wen, Norsamsiah Sani, Nuramni Ashikin Anuar, Iqraq Kamal, Sivadas Chandra Sekaran, Mohd Faizzuan Mohammad.  (2024).  Penyelenggaraan Ramalan - Menjamin Kualiti Terbaik.  - Buletin Akses (advancing Knowledge For Success), Ftsm, Ukm.  12-13. 
Azizi Bin Abdullah;shahnorbanun Binti Sahran;afzan Binti Adam;nor Samsiah Binti Sani.  (2024).  Ensemble Of Convolutional Neural Networks Using Multiple Heterogeneous Filter Models For Image Classification..  -
Wong Wei Soong, Azizi Abdullah.  (2023).  River Drowsiness Detection Using Deep Learning Branched Ensemble Learning.  - 1-25. 
Ho Wei Ren, Azizi Bin Abdullah.  (2023).  Forecasting Natural Rubber Price In Malaysia By Using Branching Bi-lstm.  - 1-22. 
Nor Samsiah Binti Sani;azizi Bin Abdullah;shahnorbanun Binti Sahran;afzan Binti Adam.  (2023).  Adaptive Load Balancing Task Based On Genetic Programming In Mapreduce For Parallel Computing .  -
Low Yee Sen, Azizi Abdullah.  (2023).  Malaysian Age Structure Forecast Using The Log-ratio Transformation And Arima Models.  - 1-13. 
Zhang Rongchuan, Azizi Abdullah, Adrus Mohamad Tazuddin.  (2023).  Enhancing Aerial Image Semantic Segmentation Of Tiny Objects Using Hierarchical Constrained Cnn Approach.  - 1-14. 
Nur Afifah Mursyida Zaujan, Mohd Razif Shahril, Suzana Shahar, Ezanee Azlina Mohamad Hanif, Azizi Abdullah, Rohaizak Muhammad, Razinah Sharif, Ponnusamy Subramaniam, Michael Fenech.  (2023).  Breast Cancer Survivors Are More Physically Active Compared To Healthy Women: Preliminary Findings From C*star (cancer Survivors Trajectories Of Aging Research) Study.  - Maso Scientific Conference On Obesity 2023.  101. 
Fixed Partitioning And Salient Points For Loop Closure Detection: A Comparative Study.  (2020).  Fixed Partitioning And Salient Points For Loop Closure Detection: A Comparative Study.  - 1-10. 
Warhamni Jani @ Mokhtar And Azizi Abdullah.  (2020).  Hierarchical Svm Classifiers For Intrusion Detection System.  - 1-16. 
Nor Ashidah Selamat And Azizi Abdullah.  (2020).  Imbalanced Data Classification For Risk Of Addiction Relapse Using The Smote And Rose Combined Methods: A Comparative Study.  - 1-112. 
Azizi Abdullah And Jaison Raj Oothariasamy.  (2020).  A Comparitive Study Of Convolutional Neural Network Models For Detection, Classification And Counting Of Vehicles In Traffic.  - 1-14. 
Azizi Abdullah.  (2020).  Understanding Machine Learning Applications.  - 1-63. 
Khairuddin Omar, Anton Heryanto, Mohd, Zamri Murah, Azizi Abdullah;siti Norul Huda Sheikh Abdullah, Mohammad Faidzul Nasrudin.  (2019).  Jawi Subword Handwritten Recognition Using Multimodal Shared Representation.  - Lp-ftsm-2019-006.  1-10. 
Abdul Hadi Bin Abd Rahman;aini Bt. Hussain;mohd. Ekhwan Bin Toriman;riza Bin Sulaiman;azizi Bin Abdullah;siti Norul Huda Bt. Sheikh Abdullah;shahnorbanun Binti Sahran;salwani Binti Abdullah;mohamad Hanif Bin Md Saad;mohammad Faidzul Bin Nasrudin;nasharudd.  (2019).  Cloud-based Monitoring And Edutainment Robot.  -
Khairuddin Omar, Anton Heryanto, Mohammad Faidzul Nasrudin, Azizi Abdullah, Siti Norul Huda Sheikh Abdullah & Mohd Zamri Murah..  (2019).  Jawi Subword Handwritten Recognition Using Multimodal Shared Representation: Trace Transform Network.  - Lp-ftsm-2019-002.  1-21. 
Yong Voon Yau & Azizi Abdullah.  (2018).  Perancangan Laluan Menggunakan Algoritma A* Untuk Pelbagai Destinasi.  - An Assemble Of Image Prim. 
Bahari Bin Idrus;azizi Bin Abdullah;zainal Rasyid Bin Mahayuddin;anton Satria Prabuwono.  (2018).  Three Dimensional Size Measurement For Irregular Shape Object Using Monte Carlo Method.  -
Mohammed Omar Salameh, Azizi Abdullah & Shahnorbanun Sahran.  (2018).  Correcting Vehicle Heading In Visual Odometry By Combining Keypoint Detectors.  - An Assemble Of Image Prim. 
Li Ao, Bahari Idrus & Azizi Abdullah.  (2018).  Integration Of A* Algorithm And Brute Force Algorithm In Solving A Multi Destination Path Planning.  -
Abdul Hadi Abd Rahman.  (2018).  Ala Carte Pagi Bernama Radio.  - Robot Autonomi Dipacu Data. 
Siti Norul Huda Sheikh Abdullah, Azizi Abdullah, Mohamad Amirul Asraf Mohammad Razali, Abbas Salimi, Bedir Yilmaz, Fasihah Nabihah Rahman, Afzan Adam, Shahnorbanun Sahran & Masri Ayob.  (2017).  Vehicle Classification Using Surf Bow And Support Vector Machine.  - An Assemble Of Image Prim. 
Nursyazwani Salaman & Azizi Abdullah.  (2017).  Teknik Mesin Sokongan Vektor Untuk Sistem Pengesanan Pencerobohan Berasaskan Rangkaian.  -
Khairuddin Omar, Anton Heryanto, Mohammad Faidzul Nasrudin, Azizi Abdullah, Siti Norul Huda Sheikh Abdullah, Zamri Murah, & Abdul Aziz Azri..  (2017).  Jawi Subword Handwritten Recognition Using Multimodal Shared Representation: Data Preparation.  - Intelligent Collaboration. 
Nurul Shazira Saifuzzaman & Azizi Abdullah.  (2017).  Umpukan Lembut Setempat Untuk Sistem Pengesanan Pencerobohan Berasaskan Hos Suatu Perbandingan.  -
Ahmad Rafizi Salleha, Azizi Abdullahb, Hakim Zainalc, Nik Rahimi Bin Nik Yusoffd, Ahmad Zamri Mansord, Mashitoh Yaacoba, & Siti Rugayah Haji Tibeke.  (2017).  Transformasi Perisian Kursus Multimedia (multimedia Courseware) Funarabic Dalam Pembelajaran Bahasa Arab Berasaskan Pendekatan Aspek Didik Hibur Dan Sosio-budaya.  - An Assemble Of Image Prim. 
Anis Syafiqah Sahdon & Azizi Abdullah.  (2016).  Sistem Pengecaman Imej Bangunan Menggunakan Kaedah Sokongan Vektor Mesin (svm).  - An Assemble Of Image Prim. 
Mohd Rizal Kadis Dan Azizi Abdullah.  (2016).  Umpukan Lembut Kluster Sejagat Dan Setempat Untuk Sistem Pengesanan Pencerobohan Satu Kajian Perbandingan.  -
Nor Hisyam Mansor Dan Azizi Abdullah.  (2016).  Sistem Tutorial Pintar Menggunakan Kaedah Pembelajaran Mudah Suai.  -
Mohammad Omar Salameh, Azizi Abdullah, Shahnorbanun Sahran.  (2015).  Ensemble Of Bayesian Filters For Loop Closure.  - Jaist Symposium On Advanced Science And Technology 2015. 
Joko Siswantoro, Anton Satria Prabuwono, Azizi Abdullah, Bahari Idrus.  (2015).  Pembangunan Kotak Pembatas 3d Dari Beberapa Citra.  - Snastia 2015 Masa Depan Industri Teknologi Informasi: Tantangan, Peluang, Dan Strategi Bisnis. 
Khairuddin Bin Omar, Mohamad Shanudin Bin Zakaria, Mohd. Zamri Bin Murah, Fuad Bin Ismail, Norlia Bt. Abdullah, Liong Choong Yeun, Md. Jan Bin Nordin, Azizi Abdullah, Christopher Ho Chee Kong, Et. Al..  (2014).  Automated Medical Imaging Diagnostic Based On Four Critical Diseases: Brain, Breast, Prostate And Lung Cancer.  -
Zuraini Othman, Azizi Abdullah, Anton Satria Prabuwono.  (2012).  A Statistical Approach Of Multiple Resolution Levels For Canny Edge Detection.  - The 2nd National Doctoral Seminar On Artificial Intelligence Technology 2012. 
Fauziah Kasmin, Azizi Abdullah, Anton Satria Prabuwono.  (2012).  The Effect Of Normalization Techniques Towards Otsu Method In Linear And Nonlinear Histograms.  - The 2nd National Doctoral Seminar On Artificial Intelligence Technology 2012. 
Khairuddin Omar, Mohd Sanusi Azmi, Abdul Razak Bin Salleh, Azizi Abdullah, & Mohammad Faidzul Nasrudin.  (2011).  Batu Bersurat Terenggany Perspektif Geometri Segitiga.  - Seminar Batu Bersurat Piagam Trengganu, Kuala Trengganu. 
Khairuddin Omar, Mohd Sanusi Azmi, Siti Norul Huda Sheikh Abdullah, Azizi Abdullah, & Mohammad Faidzul Nasrudin..  (2010).  Framework Of Jawi Digital Paleography: A Preliminary Work. Book Of Abstracts. 2nd International Conference On Mathematical Sciences (icms2), 30 Nov. - 3 Dis 2010. Pwtc, Kuala Lumpur, Pp. 5..  - 2nd International Conference On Mathematical Sciences (icms2),. 
Khairuddin Omar, Mohd Sanusi Azmi, Siti Norul Huda Sheikh Abdullah, Azizi Abdullah, & Mohammad Faidzul Nasrudin.  (2010).  Kerangka Paleografi Jawi Digital: Satu Cadangan Awal.  - Seminar Teknologi Maklumat 2010, Inovasi Pengurusan Teknologi Maklumat: Paradigma & Aplikasi, Melaka, 28 Oktober 2010. 
Azizi Abdullah, Remco C.veltkamp, Marco A.wiering.  (2009).  Fixed Partitioning And Salient Points With Mpeg-7 Cluster Correlograms For Image Categorization.  - Koleksi Laporan Penyelidikan Ukm. 
PROJEK PENYELIDIKAN / RESEARCH PROJECT
(Tajuk),(Peranan),(Tempoh),(Tahap)

Aktif

Ensemble Learning of Branch Convolutional Neural Networks Using Diversity-Based Selection for Image Classification , Ketua Projek , 01-08-2024 sehingga 31-07-2026 , Kebangsaan
Ki-67 Scoring and AI-powered mitosis detection in the histopathologic evaluation of breast cancer cases for Malaysian cohort , Penyelidik Bersama , 01-01-2024 sehingga 31-12-2026 , Antarabangsa
Dissertation Proposal Validation of Deep Learning Algorithm by Radiologists in Detecting Cardiomegaly On Chest Radiographs , Penyelidik Bersama , 30-11-2023 sehingga 29-05-2026 , Universiti
Elucidating the influence of lattice structure configurations on tensile properties of additive-manufactured aluminium alloy using machine learning neural network , Penyelidik Bersama , 01-10-2023 sehingga 30-09-2026 , Kebangsaan
Investigating the effects of post-reconstruction positron range correction on Rb-82 Positron Emission Tomography (PET) Image , Penyelidik Bersama , 01-10-2022 sehingga 31-03-2025 , Kebangsaan
Statistical, Geostatistical and Machine Learning Analysis for Predicting Carbon Monoxide, Ambient Particulate Matter and Tropospheric Ozone in Malaysia. , Penyelidik Bersama , 01-09-2022 sehingga 31-08-2025 , Kebangsaan
Deep Multilayer Quaternion Trace Transform Network for High-Accuracy Material Texture Classification , Penyelidik Bersama , 01-09-2022 sehingga 31-08-2025 , Kebangsaan
Unravelling The Role Of Ageing Phenotypes, Behavioural, And Health Determinants Towards Epigenetic Age Acceleration Among Breast Cancer Survivors and Healthy Control Using Ensemble Deep Learning Architectures , Penyelidik Bersama , 07-09-2021 sehingga 06-03-2025 , Kebangsaan

Tamat

An Ensemble of Calibrated Fully Convolutional Networks for Tiny Object Detection , Ketua Projek , 01-09-2021 sehingga 29-02-2024 , Universiti
Ensemble of Convolutional Neural Networks Using Multiple Heterogeneous Filter Models for Image Classification. , Ketua Projek , 01-09-2019 sehingga 30-11-2022 , Kebangsaan
Ensemble of Appearance Based Visual Loop-Closure Detection for Multiple Destinations Robot navigation , Ketua Projek , 01-08-2016 sehingga 31-01-2019 , Kebangsaan
Visual place recognition and Reinforcement Learning for navigating Mobile robots , Ketua Projek , 21-06-2011 sehingga 20-12-2013 , Kebangsaan
Predictive Maintenance For Tools and Equipment (PRIMATE) , Penyelidik Bersama , 16-04-2023 sehingga 31-05-2024 , Kebangsaan
Blood Cancer Speed Screening , Penyelidik Bersama , 01-01-2021 sehingga 30-06-2023 , Kebangsaan
Robot dan Kecerdasan Buatan Era Revolusi Industri 4.0 , Penyelidik Bersama , 17-08-2020 sehingga 16-02-2021 , Universiti
Vision Based Object Detection for Dynamic Obstacle Avoidance from Unmanned Aerial Vehicle Using Fast R-CNN , Penyelidik Bersama , 01-08-2020 sehingga 31-01-2024 , Universiti
Detecting COVID-19 via Holistic Approach using Convolutional Neural Networks Model , Penyelidik Bersama , 01-08-2020 sehingga 30-04-2022 , Universiti
Transflection Imaging of Solar Wafers and Cells , Penyelidik Bersama , 17-12-2019 sehingga 16-06-2021 , Universiti
Developing and conceptualizing a model of drug-free school environment prevention strategy at selected hot spots , Penyelidik Bersama , 01-12-2019 sehingga 30-11-2022 , Kebangsaan
Transflection Imaging of Solar Wafers and Cells , Penyelidik Bersama , 27-08-2019 sehingga 26-08-2022 , Universiti
Adaptive Load Balancing Task based on Genetic Programming in MapReduce for Parallel Computing , Penyelidik Bersama , 01-01-2019 sehingga 31-03-2022 , Kebangsaan
Cloud-based Monitoring and Edutainment Robot , Penyelidik Bersama , 01-03-2018 sehingga 31-08-2019 , Universiti
Program Asas Rekabentuk dan Pengaturcaraan Robot , Penyelidik Bersama , 01-11-2017 sehingga 31-10-2019 , Universiti
Geometric Image Transform and Invariant Dissimilarity Metric for Cancer Cell Identification in Medical Imagery , Penyelidik Bersama , 24-10-2016 sehingga 23-10-2019 , Universiti
Intelligent Vehicle Identity Recognition for Surveillance , Penyelidik Bersama , 04-10-2016 sehingga 03-10-2018 , Kebangsaan
Commute- time convolution kernels for graph clustering to represent images , Penyelidik Bersama , 01-08-2016 sehingga 31-01-2019 , Kebangsaan
Jawi Subword Handwritten Recognition using Multimodal Shared Representation , Penyelidik Bersama , 01-08-2016 sehingga 31-12-2018 , Kebangsaan
OBJECT DESCRIPTOR VIA OPTIMIZED UNSUPERVISED LEARNING APPROACHES (PEMERIHALAN OBJEK SECARA KAEDAH PEMBELAJARAN TAK TERSELIA BEROPTIMASI) , Penyelidik Bersama , 01-01-2016 sehingga 31-12-2017 , Kebangsaan
Machine Learning in Decision Making With Uncertainty With Application to Jawi/Arabic Manusripts, Biometric Authentication, Intelligence Robot, Medical Image Database and Security and Digital Forensic Data , Penyelidik Bersama , 15-06-2015 sehingga 30-09-2016 , Universiti
Surjective Fuzzy Dissimilarity Algorithm for Medical Image Analysis , Penyelidik Bersama , 01-08-2014 sehingga 31-07-2017 , Universiti
GPU ENHANCED ROPUST MULTI-DIMENSIONAL FACIAL IDENTIFICATION SYSTEM FOR CCTV EVIDENCE IN VIDEO FORENSICS ANALYSIS , Penyelidik Bersama , 30-06-2014 sehingga 01-07-2016 , Kebangsaan
Machine Learning in Decision Making With the Uncertainty With Applications to Jawi/Arabic Manusripts, Biometric Aunthentication, Medical Image Database and Security and Digital Forensic Data , Penyelidik Bersama , 01-04-2014 sehingga 31-03-2015 , Universiti
Aplikasi Penyimpanan dan Pengesahan Sijil Kelayakan Akademik Atas Talian Bersekuriti Tinggi , Penyelidik Bersama , 01-12-2013 sehingga 31-05-2015 , Universiti
Diagnostic Services Nexus for Breast Cancer , Penyelidik Bersama , 07-11-2013 sehingga 06-05-2016 , Universiti
Transformasi Perisian Kursus Multimedia (Multimedia Courseware) Pembelajaran Bahasa Arab atas Talian Berdasarkan Pendekatan `Aspek Didik Hibur` , Penyelidik Bersama , 01-06-2013 sehingga 30-11-2015 , Universiti
THREE DIMENSIONAL SIZE MEASUREMENT FOR IRREGULAR SHAPE OBJECT USING MONTE CARLO METHOD , Penyelidik Bersama , 20-05-2013 sehingga 19-11-2015 , Kebangsaan
PENGECAMAN POLA DAN PEMPROSESAN IMEJ DI DALAM MEMBUAT KEPUTUSAN DI DALAM HAL-HAL TAK KETENTUAN UNTUK APLIKASI MANUSKRIP JAWI, AUTENTIKASI BIOMETRIC DAN PENGKALAN DATA IMEJ DATA PERUBATAN , Penyelidik Bersama , 01-01-2013 sehingga 31-03-2014 , Universiti
Automated Medical Imaging Diagnostic Based on Four Critical Diseases: Brain, Breast, Prostate and Lung Cancer , Penyelidik Bersama , 01-08-2012 sehingga 31-07-2014 , Universiti
A New Image Codec Based on Automatic Reconstruction of Fragment Objects , Penyelidik Bersama , 01-06-2012 sehingga 31-05-2015 , Kebangsaan
3D Dynamic Unmanned Aerial Vehicle Path Planning for Interception of Moving Target , Penyelidik Bersama , 04-04-2012 sehingga 03-04-2015 , Kebangsaan
Generic Object Localization Algorithm for Image Segmentation , Penyelidik Bersama , 04-04-2012 sehingga 03-04-2014 , Kebangsaan
SPIKING-LVQ NETWORK FOR BRAIN TUMOR DETECTION , Penyelidik Bersama , 01-09-2011 sehingga 30-08-2013 , Kebangsaan
Calligraphy Recognition in Jawi Manuscripts using Palaeography Concepts Based on Perception Based Model , Penyelidik Bersama , 21-06-2011 sehingga 20-12-2013 , Kebangsaan
Memperkasa pengajaran robot bola sepak di kalangan pelajar FTSM , Penyelidik Bersama , 01-04-2011 sehingga 31-03-2013 , Universiti
Pengesanan logo dan teks untuk objek yang bergerak berpandukan penglihatan , Penyelidik Bersama , 01-06-2010 sehingga 01-01-2013 , Universiti
ANUGERAH DAN PENGURUSAN / AWARD AND STEWARDSHIP
(Nama Anugerah/Pentadbiran),(Institusi Penganugerahan),(Tahun)

Anugerah UKM

Anugerah Perkhidmatan Cemerlang , 2005
Anugerah Perkhidmatan Cemerlang / Anugerah Perkhidmatan Cemerlang , 2014
Anugerah Perkhidmatan 20 Tahun / Anugerah Perkhidmatan 20 Tahun , 2017

Anugerah-anugerah Lain

Anugerah Budaya Kualiti , 2023
Anugerah Kertas Terbaik , 2021
Anugerah Budaya Kualiti , 1899
PENYELIAAN PELAJAR / SUPERVISION

Pelajar Sarjana

Pendekatan Penapis Statik Hibrid Dengan Menggunakan Kaedah Pemadanan, NOR SAKINAH BINTI MD OTHMAN, Sarjana
LINYUESHENG, Sarjana
ensembles of filter based classifiers for visual object categorization, INAS A A YOSIF, Sarjana
PENGECAMAN OBJEK DENGAN PENCAHAYAAN ADAPTIF UNTUK, DOLI ANGGIA HARAHAP, Sarjana
generalization of gabor filter for visual object categorization, HAYDER AYAD DAWOOD, Sarjana
INCORPORATING CAMSHIFT ALGORITHM AND SUPPORT VECTOR MACHINE FOR OBJECT TRACKING, NUR ARIFFIN BIN MOHD ZIN, Sarjana
SISTEM PEMANDUAN AUTONOMI BERASASKAN DEEP RECURRENT Q-NETWORK DAN SPATIAL CNN DALAM PERSEKITARAN TIDAK TENTU, MONIRUL ISLAM PAVEL, Sarjana
BYTE FREQUENCY ANALYSIS WITH MULTI CIRCULAR INDEXING FOR FILE TYPE CLASSIFICATION, XIE HONG SHEN, Sarjana
JASHEM SHEKDER, Sarjana
PENGELASAN TISU PAYU DARA SECARA LOGIK KABUR SELANG JENIS 2, WAN NOR AZIEZAN BINTI BAHARUDDIN, Sarjana
PENIMBUNAN PENGELAS MESIN SOKONGAN VEKTOR BERASASKAN PENAPIS UNTUK PENGELASAN TEMPAT VISUAL, NUR NABILAH BINTI ABU MANGSHOR, Sarjana
MD. TANVIR HOSSAIN, Sarjana
PENGECAMAN PENUTUPAN GELUNG DALAM SLAM MENGGUNAKAN, IZWAN BIN AZMI, Sarjana
AHMED SAMI ADHAM, Sarjana
PENYETEMPATAN PLAT DAN PENGIRAAN KENDERAAN MENGGUNAKAN, ABBAS SALIMI BIN ZAINI, Sarjana
PEMBELAJARAN CORAK PERISIAN HASAD MENGGUNAKAN RANGKAIAN NEURAL PERLINGKARAN BERULANG, MUDZFIRAH BINTI ABDUL HALIM, Sarjana

Pelajar Doktor Falsafah

EMOTIONAL FACIAL EXPRESSION RECOGNITION BASED ON HIERARCHICAL DEEP-LEARNING, AHMED ODAY EZZAT AL-AZZAWI, Doktor Falsafah
DENA RAFAA AHMED, Doktor Falsafah
NEDA`A AHMED ABD ALMANSOUR, Doktor Falsafah
XU QIAOYI, Doktor Falsafah
ADRUS BIN MOHAMAD TAZUDDIN, Doktor Falsafah
TAJBIA KARIM, Doktor Falsafah
ALHER AHMED BADRULDDIN MAJEED, Doktor Falsafah
RUI XU, Doktor Falsafah
Soft Assignment Visual Descriptors For Visual Place Recognition, ABBAS M ALI MOHAMAD, Doktor Falsafah
Kaedah Penggabungan Penormalan Dan Kemudi Kejiranan Setempat Untuk Perduaan Imej, FAUZIAH BINTI KASMIN, Doktor Falsafah
SKEMA PENYETEMPATAN IRIS TERSELIA MENGGUNAKAN NILAI AMBANG ADAPTIF, ZURAINI BINTI OTHMAN, Doktor Falsafah
DEEP LEARNING APPROACH FOR ENDOSCOPY ABNORMALITY DETECTION, DIAH ARIANTI, Doktor Falsafah
KAEDAH PENGUKURAN ISIPADU PRODUK MAKANAN BERBENTUK TAK SEKATA BERASASKAN MONTE CARLO DENGAN PELARASAN HEURISTIK, JOKO SISWANTORO, Doktor Falsafah
QUTYBA AHMAD NAYEF AL-TALLAQ, Doktor Falsafah
RUZIANA BINTI MOHAMAD RASLI, Doktor Falsafah
GABUNGAN MULTI PENGELAS MENGGUNAKAN FITUR N-GRAM KOD ASAS64 DAN BEG-FITUR PERUBAHAN FITUR SKALA TAK-VARIAN DI DALAM PENGESANAN IMEJ SPAM, NOR AZMAN BIN MAT ARIFF, Doktor Falsafah
NORMAWATI ABD RAHMAN, Doktor Falsafah
Himpunan Pelbagai Deskriptor Visual Untuk Pengesanan Gelung Dan Anggaran Trajektori Odometer Visual, MOHAMMED OMAR MOH`D SALAMEH, Doktor Falsafah
Kaedah Pemilihan Sifat Terbenam Terselia Berdasarkan Mesin Sokongan Vektor Untuk Penggredan Histopatologi, DHEEB ABDELKARIM MOH'D ALBASHISH, Doktor Falsafah
Pemerihal Binari Menggunakan Gabungan Ruang Warna Untuk Augmentasi Realiti Mudah Ali, TAN SIOK YEE, Doktor Falsafah
MUHAMMAD ARIF BIN ABDUL RAHMAN, Doktor Falsafah
NOOR FADZILAH AB RAHMAN, Doktor Falsafah
PENCARIAN GRID DAN PEMBELAJARAN PENGUKUHAN DALAM PENGOPTIMUMAN PENJADUALAN PENGURUSAN SUMBER SPARK, HASMILA AMIRAH BT. OMAR, Doktor Falsafah
IMAGE CLASSIFICATION USING IMPROVED CONVOLUTIONAL NEURAL NETWORK, LIAO XUANZHI, Doktor Falsafah
ENHANCED IMAGE STEGANOGRAPHY USING MULTI LAYER EMBEDDING AND DYNAMIC PIXEL CHAIN EMBEDDING, EKO ARIBOWO, Doktor Falsafah
KHIDMAT SOSIAL / SOCIAL @ PUBLIC ENGAGEMENT
(Sumbangan),(Tempoh),(Peringkat)

Khidmat Luar

The 5th International Conference on Informatics, Electronics & Vision. , 28-03-2016 sehingga 01-08-2016 , Antarabangsa
Pattern Analysis and Applications , 01-03-2016 sehingga 30-12-2016 , Antarabangsa
MCAIT 2016 (3rd International Multiconference on Artificial Intelligence Technology). , 01-06-2016 sehingga 30-12-2016 , Antarabangsa
The International Conference on Control Electronics, Renewable Energy and Communications. , 01-06-2016 sehingga 30-12-2016 , Antarabangsa
Appointment as co-supervisor , 10-10-2016 sehingga 01-01-1970 , Kebangsaan
7th International Conference on Robot Intelligence Technology and Applications (RiTA) (RiTA 2019), , 01-07-2019 sehingga 03-11-2019 , Antarabangsa
PENCERAMAH BAGI BENGKEL LATIHAN ADVANCE PHYTON , 25-11-2020 sehingga 25-11-2020 , Kebangsaan
International Seminar on Research of Information Technology and Intelligent Systems , 08-07-2020 sehingga 18-11-2020 , Antarabangsa
International Seminar on Research of Information Technology and Intelligent Systems , 08-07-2020 sehingga 18-11-2020 , Antarabangsa
1st IJN Data Science Seminar , 24-02-2020 sehingga 24-02-2020 , Kebangsaan
Pattern Analysis and Applications , 09-10-2020 sehingga 21-11-2020 , Antarabangsa
3rd International Seminar on Research of Information Technology and Intelligent Systems , 08-07-2020 sehingga 19-11-2020 , Antarabangsa
6th International Conference on Science in Information Technology , 04-02-2020 sehingga 19-11-2020 , Antarabangsa
8th International Conference on Recent Challenges in Engineering and Technology (ICRCET-2020) , 19-11-2019 sehingga 31-07-2020 , Antarabangsa
International Conference on Innovative Research in Science & Technology , 12-12-2019 sehingga 31-07-2020 , Antarabangsa
ICICISP 2020 Shanghai , 23-04-2020 sehingga 19-11-2020 , Antarabangsa
ICCR 2020 , 24-08-2020 sehingga 19-11-2020 , Antarabangsa
3rd International Conference on Control and Robots (ICCR 2020). , 23-04-2020 sehingga 19-11-2020 , Antarabangsa
1st IJN Data Science Seminar , 24-02-2020 sehingga 24-02-2020 , Kebangsaan
PENCERAMAH BAGI BENGKEL LATIHAN ADVANCE PHYTON DATA SCIENTIST LEMBAGA HASIL DALAM NEGERI MALAYSIA , 25-11-2020 sehingga 25-11-2020 , Kebangsaan
Geran Penyelidikan Pemadanan USM-INDUSTRI , 17-12-2019 sehingga 16-11-2020 , Kebangsaan
Conference Technical Committee , 25-02-2021 sehingga 21-09-2021 , Antarabangsa
perlantikan sebagai penyelia bersama calon pengajian siswazah di USM , 01-01-2020 sehingga 25-10-2025 , Kebangsaan
EICONCIT'21 Invitation to serve as reviewer , 14-12-2020 sehingga 11-04-2021 , Antarabangsa
International Conference on Innovative Research in Science & Technology (ICIRST)" , 23-11-2020 sehingga 27-11-2021 , Antarabangsa
IN THE 7TH INTERNATIONAL CONFERENCE ON INSTRUMENTATION, CONTROL AND AUTOMATION 2021 , 25-02-2021 sehingga 27-08-2021 , Antarabangsa
CGDIP 2022·Shanghai Technical Program Committee , 29-09-2021 sehingga 10-07-2021 , Antarabangsa
IEEE ICIT 2021 , 04-05-2021 sehingga 15-07-2021 , Antarabangsa
International Conference on Mathematics Statistics & Computing Technology , 17-06-2021 sehingga 28-10-2021 , Antarabangsa
4th International Conference on Image Processing and Machine Vision (IPMV 2022) , 16-07-2021 sehingga 27-03-2022 , Antarabangsa
JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY , 01-05-2021 sehingga 28-06-2021 , Antarabangsa
Pattern Analysis and Applications , 14-01-2021 sehingga 31-05-2021 , Antarabangsa
Asia e University (AEU) , 02-02-2021 sehingga 02-02-2021 , Kebangsaan
Computer Science Teachers Association , 30-11-2020 sehingga 30-11-2021 , Antarabangsa
The International Association of Engineers (IAENG) , 11-09-2020 sehingga 31-12-2021 , Antarabangsa
Anugerah Kertas Terbaik , 13-10-2021 sehingga 01-01-1970 , Antarabangsa
JURI DAN JEMPUTAN KE PERSIDANGAN DAN PAMERAN INVASI AIR KEBANGSAAN (NWICE2022) , 19-07-2022 sehingga 21-07-2022 , Kebangsaan
INTERNATIONAL STUDENT CONFERENCE ON AI , 25-06-2022 sehingga 26-06-2022 , Antarabangsa
6th International Conference on Computer Graphics and Digital Image Processing , 19-01-2022 sehingga 08-11-2022 , Antarabangsa
3rd International Conference on Engineering, Social- Sciences, And Humanities(ICESSU-2023) , 10-02-2022 sehingga 31-03-2022 , Antarabangsa
5th International Conference on Information Communication and Signal Processing (ICICSP 2022) , 01-01-2022 sehingga 18-09-2022 , Antarabangsa
International Conference on Image Processing and Media Computing (ICIPMC 2022) , 06-12-2021 sehingga 29-05-2022 , Antarabangsa
4th International Conference on Image Processing and Machine Vision (IPMV 2022) , 21-11-2022 sehingga 27-03-2022 , Antarabangsa
5th International Conference on Image Processing and Machine Vision (IPMV 2023) , 11-05-2022 sehingga 15-01-2023 , Antarabangsa
o Classify The Botanical Origin of Honey Through Its Physicochemical Properties; A Novel Machine Learning Method , 04-01-2022 sehingga 31-01-2022 , Antarabangsa
UNIVERSITI MALAYA , 21-02-2022 sehingga 21-02-2022 , Kebangsaan
Al-Sadiq International Conference on Communication and Info Tech 2023 , 06-03-2023 sehingga 05-06-2023 , Antarabangsa
2023 2nd Asia Conference on Advanced Robotics, Automation, andControl Engineering , 18-08-2023 sehingga 20-12-2023 , Antarabangsa
2023 International Conference on Computer Graphics and Image Processing (CGIP 2023) , 13-01-2023 sehingga 16-12-2023 , Antarabangsa
2023 International Conference on Intelligent Perception and Computer Vision (CIPCV 2023) , 19-05-2023 sehingga 21-05-2023 , Antarabangsa
2023 Asia Conference on Computer Vision, Image Processing and Pattern Recognition (CVIPPR 2023) , 28-04-2023 sehingga 30-04-2023 , Antarabangsa
2022 International Conference on Image Processing and Media Computing (ICIPMC 2022 , 27-05-2023 sehingga 29-05-2023 , Antarabangsa
2023 3th International Conference on Optics and Image Processing (ICOIP 2023) , 14-04-2023 sehingga 16-04-2023 , Antarabangsa
Industrial Electronics and Intelligent Systems Conference (IEISC2023) , 19-05-2023 sehingga 21-05-2023 , Antarabangsa
2023 5th International Conference on Image Processing and Machine Vision (IPMV 2023) , 13-01-2023 sehingga 15-01-2023 , Antarabangsa
Robot Intelligence Technology and Applications RITA2023 , 23-10-2023 sehingga 25-10-2023 , Antarabangsa
ADJUNCT PROFESSOR , 01-01-2023 sehingga 31-12-2024 , Antarabangsa

Khidmat Dalam

PENILAI GERAN GUP PERINGKAT FTSM , 01-04-2020 sehingga 04-05-2020 , Fakulti / Institut / Pusat Perkhidmatan
Fasilitator Minggu Mesra Mahasiswa Sesi Akademik Sem 1 2015/2016 , 02-09-2015 sehingga 01-01-1970 , Fakulti / Institut / Pusat Perkhidmatan
JAWATANKUASA CABARAN DIGITAL 2020 , 01-06-2020 sehingga 24-06-2020 , Fakulti / Institut / Pusat Perkhidmatan
JAWATANKUASA PEROLEHAN ICT (JTPICT) , 01-10-2021 sehingga 01-01-1970 , Universiti
Jawankuasa Semakan Keputusan Peperiksaan , 14-05-2020 sehingga 31-05-2020 , Fakulti / Institut / Pusat Perkhidmatan
Jawatakuasa Penilai SPS , 02-02-2021 sehingga 13-08-2021 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Bitara Kumpulan Digital , 01-03-2022 sehingga 28-02-2023 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Kecemerlangan FTSM , 02-01-2017 sehingga 31-12-2019 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Minggu Cabaran Digital 2023 , 06-06-2023 sehingga 10-06-2023 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Pakar Rujuk Arificial Intelligence (AI)@UKM , 15-01-2020 sehingga 14-01-2021 , Universiti
Jawatankuasa Pementoran FTSM , 01-03-2020 sehingga 30-11-2020 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Pemeriksa dan Peperiksaan Lisan Siswazah - Sarjana , 02-01-2017 sehingga 29-12-2017 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Pengajian Sarjana , 01-07-2021 sehingga 30-06-2022 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Pengajian Sarjana Muda Sains Komputer , 01-03-2018 sehingga 31-03-2020 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Persidangan MCAIT 2019 , 02-01-2020 sehingga 31-12-2021 , Universiti
Jawatankuasa Program Sarjana Muda Sains Komputer , 01-07-2020 sehingga 30-06-2022 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Teras 1: Pensejagatan Perkhidmatan Kampus Digital Inklusif dan Bersepadu , 01-01-2022 sehingga 31-12-2025 , Universiti
Jawatankuasa Teras 2: Pemantapan Infrastruktur ICT dan Adaptasi IR 4.0 , 01-01-2022 sehingga 31-12-2025 , Universiti
KOMERSIAL DAN IP BAGI PROGRAM CABARAN DIGITAL FTSM 2020 , 01-06-2020 sehingga 24-06-2020 , Fakulti / Institut / Pusat Perkhidmatan
Ketua & Penasihat SIG , 01-02-2020 sehingga 31-01-2022 , Fakulti / Institut / Pusat Perkhidmatan
PELANTIKAN SEBAGAI AHLI JAWATANKUASA PENILAIAN DI BAWAH DANA PENYELIDIKAN KEMENTERIAN PENDIDIKAN TINGGI (DP KPT) TAHUN 2023 , 18-03-2023 sehingga 31-12-2023 , Universiti
PELANTIKAN SEBAGAI AHLI JAWATANKUASA PENILAIAN DI BAWAH DANA PENYELIDIKAN KEMENTERIAN PENDIDIKAN TINGGI (DP KPT) TAHUN 2024 , 16-12-2023 sehingga 31-12-2024 , Universiti
PROGRAM RESEARCH DAY @ FTSM 2018 , 20-09-2018 sehingga 20-09-2018 , Fakulti / Institut / Pusat Perkhidmatan
Panel Penilai Geran Penyelidikan di bawah Dana UP Tahun 2022 , 01-06-2022 sehingga 31-12-2022 , Universiti
Panel Penilai Geran Penyelidikan di bawah Dana UP Tahun 2023 , 26-07-2023 sehingga 31-12-2023 , Universiti
Pengurusan Makmal Pusat Teknologi Kecerdasan Buatan (CAIT) , 26-12-2014 sehingga 28-12-2014 , Fakulti / Institut / Pusat Perkhidmatan
Penilai FRGS Peringkat Fakulti , 17-11-2023 sehingga 07-12-2023 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Geran FRGS FTSM Tahun 2022 , 14-01-2022 sehingga 21-02-2022 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Geran Penyelidikan Dana Universiti , 26-05-2022 sehingga 26-05-2022 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Usulan Penyelidikan Sarjana Kerja Kursus , 12-08-2020 sehingga 12-08-2020 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Usulan Penyelidikan Sarjana Kerja Kursus , 12-08-2020 sehingga 12-08-2020 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
Penilaian Geran Universiti Penyelidikan (GUP dan GGPM) , 13-04-2023 sehingga 19-05-2023 , Fakulti / Institut / Pusat Perkhidmatan
Perarakan Maulidur Rasul 1440H-2018 , 05-12-2018 sehingga 05-12-2018 , Universiti
Perarakan Maulidur Rasul 2022 , 15-11-2022 sehingga 15-11-2022 , Universiti
Program Sarjana Muda Sains Komputer , 01-03-2019 sehingga 28-02-2022 , Fakulti / Institut / Pusat Perkhidmatan
Projek Tahun Akhir Prasiswazah , 01-01-2021 sehingga 31-12-2021 , Fakulti / Institut / Pusat Perkhidmatan
Retreat CRIM Tahun 2023 , 12-01-2023 sehingga 14-01-2023 , Fakulti / Institut / Pusat Perkhidmatan
SIG (Special Intertest Group) , 01-01-2020 sehingga 31-12-2022 , Fakulti / Institut / Pusat Perkhidmatan
Seminar Pelajar Siswazah CAIT Sesi Jun 2020-Pemeriksa , 22-06-2020 sehingga 26-06-2020 , Fakulti / Institut / Pusat Perkhidmatan
Sesi Mempertahankan Usulan - Abdul Ariff Abdul Jalal , 30-09-2022 sehingga 30-09-2022 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
Sesi Mempertahankan Usulan - Ahmed Oday Ezzat Alazzawi , 27-09-2022 sehingga 27-09-2022 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
Sesi Mempertahankan Usulan - Manal Mohammed Omar Al-Tamimi , 11-08-2022 sehingga 11-08-2022 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
Special Interest Group (SIG) FTSM , 01-01-2017 sehingga 31-12-2019 , Fakulti / Institut / Pusat Perkhidmatan
Special Interest Group (SIG) FTSM , 01-02-2021 sehingga 31-12-2023 , Fakulti / Institut / Pusat Perkhidmatan
Special Interest Group (SIG) FTSM , 01-01-2023 sehingga 31-12-2025 , Fakulti / Institut / Pusat Perkhidmatan
TERAS 8 : PEREKAYASAAN PENGURUSAN PENYELIDIKAN DAN MAKLUMAT KE ARAH PEMANTAPAN PENGURUSAN PENGETAHUAN UKM , 26-01-2020 sehingga 31-12-2021 , Universiti
The 4th International MultiConference on Artificial Intelligence Technology (M-CAIT 2018) , 25-10-2018 sehingga 02-11-2018 , Fakulti / Institut / Pusat Perkhidmatan
URUS SETIA AUDIT PENILAIAN TAPAK MYRA ® Tahun 2021 , 16-08-2022 sehingga 17-08-2022 , Universiti
URUS SETIA SESI AUDIT DALAMAN MALAYSIA RESEARCH ASSESSMENT (MyRA) PENILAIAN DATA TAHUN 2022 , 09-05-2023 sehingga 11-05-2023 , Fakulti / Institut / Pusat Perkhidmatan