Mohammad Faizal Ahmad Fauzi

83 papers A 1B 2C 8Misc 3Journal 29Unranked 40

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	MOSAIC: Multi-scale orientation-aware segmentation and instance classification network for histopathological image analysis. Comput. Methods Programs Biomed. Arbab Sufyan Wadood, Mohammad Faizal Ahmad Fauzi, Lai-Kuan Wong, Jenny Tung Hiong Lee, See Yee Khor, Lai-Meng Looi
2025	—	`conf`	An Attention Based Model for Histopathology Image Nuclei Segmentation. ISBI Md Jahid Hasan, Wan Siti Halimatul Munirah Wan Ahmad, Mohammad Faizal Ahmad Fauzi, Jenny Tung Hiong Lee, See Yee Khor, Lai-Meng Looi, Fazly Salleh Abas
2025	J	`jnl`	Efficient and Interpretable Otoscopic Image Classification via Distilled CNN With Adaptive Channel Attention. IEEE Access Zaka Ur Rehman, Mohammad Faizal Ahmad Fauzi, Farhana Nur Iman Lokman, Meriem Touhami, Lokman Saim
2025	J	`jnl`	Histopathology Image Enhancement Using Multi-Resolution Deep Learning Techniques. IET Image Process. Meriem Touhami, Zaka Ur Rehman, Md Jahid Hasan, Mohammad Faizal Ahmad Fauzi, Sarina Binti Mansor
2025	J	`jnl`	M3-Net++: A multi-scale, multi-level, multi-stream network for nuclei segmentation in breast cancer histopathology using hierarchical context extraction and hybrid loss optimization. Comput. Biol. Medicine Arbab Sufyan Wadood, Mohammad Faizal Ahmad Fauzi, Lai-Kuan Wong, Jenny Tung Hiong Lee, See Yee Khor, Lai-Meng Looi
2025	—	`conf`	M3-Net: A Multi-Scale Nuclei Segmentation Model for Breast Cancer Histopathology Using Contextual Patches and Attention Mechanism. ISBI Arbab Sufyan, Mohammad Faizal Ahmad Fauzi, Lai-Kuan Wong
2025	J	`jnl`	Machine Learning in Ambient Assisted Living for Enhanced Elderly Healthcare: A Systematic Literature Review. IEEE Access Aabid Ahmad Mir, Ahmad Shahrafidz Khalid, Shahrulniza Musa, Mohammad Faizal Ahmad Fauzi, Normy Norfiza Abdul Razak, Tong Boon Tang
2024	J	`jnl`	Classification of Nasopharyngeal Cases using DenseNet Deep Learning Architecture. CoRR Wan Siti Halimatul Munirah Wan Ahmad, Mohammad Faizal Ahmad Fauzi, M. K. Abdullahi, Jenny Tung Hiong Lee, N. S. A. Basry, A Yahaya, A. M. Ismail, Afzan Adam, Elaine Wan Ling Chan, Fazly Salleh Abas
2024	—	`conf`	Comparison of Conventional and U-Net Based Histopathology Image Enhancement. ICSIPA Meriem Touhami, Zaka Ur Rehman, Mohammad Faizal Ahmad Fauzi, Sarina Binti Mansor
2024	J	`jnl`	Computational approach for counting of SISH amplification signals for HER2 status assessment. PeerJ Comput. Sci. Zaka Ur Rehman, Mohammad Faizal Ahmad Fauzi, Wan Siti Halimatul Munirah Wan Ahmad, Fazly Salleh Abas, Phaik-Leng Cheah, Seow Fan Chiew, Lai-Meng Looi
2024	—	`conf`	Hybrid Deep Learning Architectures for Histological Image Segmentation. ICAIIC Md Jahid Hasan, Wan Siti Halimatul Munirah Wan Ahmad, Mohammad Faizal Ahmad Fauzi, Fazly Salleh Abas
2024	—	`conf`	New Automatic Allred Scoring for Breast Cancer Nuclei Detection and Scoring from ER-IHC Stained Images. ICSIPA Bo-Yu Lin, Sei-ichiro Kamata, Mohammad Faizal Ahmad Fauzi, Wan Siti Halimatul Munirah Wan Ahmad
2024	J	`jnl`	Real-time segmentation and classification of whole-slide images for tumor biomarker scoring. J. King Saud Univ. Comput. Inf. Sci. Md Jahid Hasan, Wan Siti Halimatul Munirah Wan Ahmad, Mohammad Faizal Ahmad Fauzi, Jenny Tung Hiong Lee, See Yee Khor, Lai-Meng Looi, Fazly Salleh Abas, Afzan Adam, Elaine Wan Ling Chan
2023	B	`conf`	HER2-Sish Histopathology Image Classification Using Deep Neural Networks. ICIP Choo Hui Tan, Wei Jie Lim, Wan Siti Halimatul Munirah Wan Ahmad, Lai-Kuan Wong, Zaka Ur Rehman, Lai-Meng Looi, Phaik-Leng Cheah, Toh Yen Fa, Mohammad Faizal Ahmad Fauzi
2023	J	`jnl`	Multi-Configuration Analysis of DenseNet Architecture for Whole Slide Image Scoring of ER-IHC. IEEE Access Wan Siti Halimatul Munirah Wan Ahmad, Mohammad Faizal Ahmad Fauzi, Md Jahid Hasan, Zaka Ur Rehman, Jenny Tung Hiong Lee, See Y. Khor, Lai-Meng Looi, Fazly Salleh Abas, Afzan Adam, Elaine Wan Ling Chan, Sei-ichiro Kamata
2022	J	`jnl`	Deep Learning-Based Detection of Inappropriate Speech Content for Film Censorship. IEEE Access Abdulaziz Saleh Ba Wazir, Hezerul Abdul Karim, Hor Sui Lyn, Mohammad Faizal Ahmad Fauzi, Sarina Mansor, Mohd Haris Lye
2022	—	`conf`	Detection and histo-scoring of HER2/CEN17 biomarkers in SISH images. ISPACS Zaka Ur Rehman, Mohammad Faizal Ahmad Fauzi, Wan Siti Halimatul Munirah Wan Ahmad, Phaik-Leng Cheah, Lai-Meng Looi, Toh Yen Fa, Fazly Salleh Abas
2022	—	`conf`	Nuclei Segmentation in ER-IHC Stained Histopathology Images using Mask R-CNN. ISPACS Md Jahid Hasan, Wan Siti Halimatul Munirah Wan Ahmad, Mohammad Faizal Ahmad Fauzi, Jenny Tung Hiong Lee, See Y. Khor, Lai-Meng Looi, Fazly Salleh Abas
2021	—	`conf`	An Evaluation of State-of-the-Art Object Detectors for Pornography Detection. ICSIPA Hor Sui Lyn, Hezerul Abdul Karim, Mohd Haris Lye Abdullah, Nouar AlDahoul, Sarina Mansor, Mohammad Faizal Ahmad Fauzi, John See, Abdulaziz Saleh Ba Wazir
2021	J	`jnl`	An Evaluation of Traditional and CNN-Based Feature Descriptors for Cartoon Pornography Detection. IEEE Access Nouar AlDahoul, Hezerul Abdul Karim, Mohd Haris Lye Abdullah, Abdulaziz Saleh Ba Wazir, Mohammad Faizal Ahmad Fauzi, Myles Joshua Toledo Tan, Sarina Mansor, Hor Sui Lyn
2021	J	`jnl`	Design and Implementation of Fast Spoken Foul Language Recognition with Different End-to-End Deep Neural Network Architectures. Sensors Abdulaziz Saleh Ba Wazir, Hezerul Abdul Karim, Mohd Haris Lye Abdullah, Nouar AlDahoul, Sarina Mansor, Mohammad Faizal Ahmad Fauzi, John See, Ahmad Syazwan Naim
2021	J	`jnl`	Pancreatic cancer grading in pathological images using deep learning convolutional neural networks. F1000Research Muhammad Nurmahir Mohamad Sehmi, Mohammad Faizal Ahmad Fauzi, Wan Siti Halimatul Munirah Wan Ahmad, Elaine Wan Ling Chan
2021	J	`jnl`	Spatio-temporal deep learning model for distortion classification in laparoscopic video. F1000Research Nouar AlDahoul, Hezerul Abdul Karim, Abdulaziz Saleh Ba Wazir, Myles Joshua Toledo Tan, Mohammad Faizal Ahmad Fauzi
2021	—	`conf`	Spoken Malay Profanity Classification Using Convolutional Neural Network. ICSIPA Abdulaziz Saleh Ba Wazir, Hezerul Abdul Karim, Nouar AlDahoul, Mohammad Faizal Ahmad Fauzi, Sarina Mansor, Mohd Haris Lye Abdullah, Hor Sui Lyn, Tabibah Zainab Zulkifli
2021	J	`jnl`	Transfer Detection of YOLO to Focus CNN's Attention on Nude Regions for Adult Content Detection. Symmetry Nouar AlDahoul, Hezerul Abdul Karim, Mohd Haris Lye Abdullah, Mohammad Faizal Ahmad Fauzi, Abdulaziz Saleh Ba Wazir, Sarina Mansor, John See
2020	C	`conf`	Cells Detection and Segmentation in ER-IHC Stained Breast Histopathology Images. TENCON Mohammad F. Jamaluddin, Mohammad Faizal Ahmad Fauzi, Fazly Salleh Abas, Jenny Tung Hiong Lee, See Y. Khor, Kean H. Teoh, Lai-Meng Looi
2020	C	`conf`	Hardware Parallel Processing of 3×3-pixel Image Kernels TENCON Daniel C. K. Kho, Mohammad Faizal Ahmad Fauzi, Sin Liang Lim
2020	C	`conf`	Spectrogram-Based Classification Of Spoken Foul Language Using Deep CNN. MMSP Abdulaziz Saleh Ba Wazir, Hezerul Abdul Karim, Mohd Haris Lye Abdullah, Sarina Mansor, Nouar AlDahoul, Mohammad Faizal Ahmad Fauzi, John See
2020	J	`jnl`	Tumor Budding Detection System in Whole Slide Pathology Images. J. Medical Syst. Mohammad Faizal Ahmad Fauzi, Wei Chen, Debbie Knight, Heather Hampel, Wendy L. Frankel, Metin N. Gurcan
2020	C	`conf`	Tumor Budding Detection in H&E-Stained Images Using Deep Semantic Learning. TENCON Rasoul Banaeeyan, Mohammad Faizal Ahmad Fauzi, Wei Chen, Debbie Knight, Heather Hampel, Wendy L. Frankel, Metin N. Gurcan
2019	—	`conf`	Enhancement in the Identification of Slough Tissue in Chronic Wound Assessment. ICSIPA Khajista Nizam, Mohammad Faizal Ahmad Fauzi, Nurul Nadia Ahmad, Rajasvaran Logeswaran, Harikrishna K. R. Nair
2019	—	`conf`	Local Receptive Field-Extreme Learning Machine based Adult Content Detection. ICSIPA Nouar AlDahoul, Hezerul Abdul Karim, Mohd Haris Lye Abdullah, Mohammad Faizal Ahmad Fauzi, Sarina Mansor, John See
2019	—	`conf`	Wound Area Segmentation Using 4-D Probability Map and Superpixel Region Growing. ICSIPA Topu Biswas, Mohammad Faizal Ahmad Fauzi, Fazly Salleh Abas, Rajasvaran Logeswaran, Harikrishna K. R. Nair
2018	—	`conf`	Cell Classification in ER-Stained Whole Slide Breast Cancer Images Using Convolutional Neural Network. EMBC Mohammad F. Jamaluddin, Mohammad Faizal Ahmad Fauzi, Fazly Salleh Abas, Jenny Tung Hiong Lee, See Y. Khor, Kean H. Teoh, Lai-Meng Looi
2018	J	`jnl`	Semantic facial scores and compact deep transferred descriptors for scalable face image retrieval. Neurocomputing Rasoul Banaeeyan, Mohd Haris Lye, Mohammad Faizal Ahmad Fauzi, Hezerul Abdul Karim, John See
2018	C	`conf`	Tumor Region Localization in H&E Breast Carcinoma Images Using Deep Convolutional Neural Network. IPAS Mohammad Faizal Ahmad Fauzi, Mohammad F. Jamaluddin, Jenny Tung Hiong Lee, Kean H. Teoh, Lai-Meng Looi
2017	—	`conf`	Classification of benign and malignant tumors in histopathology images. ICSIPA Afiqah Abu Samah, Mohammad Faizal Ahmad Fauzi, Sarina Mansor
2017	—	`conf`	Comparative analysis of eyes detection on face thermal images. ICSIPA M. Naeem Hussien, Mohd Haris Lye, Mohammad Faizal Ahmad Fauzi, Ching Seong Tan, Sarina Mansor
2017	J	`jnl`	Detection of heart disorders using an advanced intelligent swarm algorithm. Intell. Autom. Soft Comput. Sara Moein, Rajasvaran Logeswaran, Mohammad Faizal Ahmad Fauzi
2017	—	`conf`	Tumor detection and whole slide classification of H&E lymph node images using convolutional neural network. ICSIPA Mohammad F. Jamaluddin, Mohammad Faizal Ahmad Fauzi, Fazly Salleh Abas
2016	Misc	`conf`	Classification of Infection and Fluid Regions in Chest X-Ray Images. DICTA Wan Siti Halimatul Munirah Wan Ahmad, Wan Mimi Diyana Wan Zaki, Mohammad Faizal Ahmad Fauzi, Wooi-Haw Tan
2016	—	`conf`	Deep or Shallow Facial Descriptors? A Case for Facial Attribute Classification and Face Retrieval. ACCV Workshops (2) Rasoul Banaeeyan, Mohd Haris Lye, Mohammad Faizal Ahmad Fauzi, Hezerul Abdul Karim, John See
2016	—	`conf`	Depth image object recognition using moment invariants. ICCE-TW Jie Sheng Tham, Yong-Shen Chen, Mohammad Faizal Ahmad Fauzi, Yoong Choon Chang
2016	—	`conf`	Interpolation of low resolution Digital Elevation Models: A comparison. CEEC Hemalatha Kalimuthu, Wooi-Nee Tan, Sin Liang Lim, Mohammad Faizal Ahmad Fauzi
2015	J	`jnl`	Classification of follicular lymphoma: the effect of computer aid on pathologists grading. BMC Medical Informatics Decis. Mak. Mohammad Faizal Ahmad Fauzi, Michael Pennell, Berkman Sahiner, Weijie Chen, Arwa Shana'ah, Jessica Hemminger, Alejandro Gru, Habibe Kurt, Michael Losos, Amy Joehlin-Price, Christina Kavran, Stephen M. Smith, Nicholas Nowacki, Sharmeen Mansor, Gerard Lozanski, Metin N. Gurcan
2015	J	`jnl`	Computerized segmentation and measurement of chronic wound images. Comput. Biol. Medicine Mohammad Faizal Ahmad Fauzi, Ibrahim Khansa, Karen Catignani, Gayle Gordillo, Chandan K. Sen, Metin N. Gurcan
2015	—	`conf`	Evaluation of Further Reduced Resolution Depth Coding for stereoscopic 3D video. ICSIPA N. S. Mohamad Anil Shah, H. Abdul Karim, Mohammad Faizal Ahmad Fauzi, Nor Azhar Mohd Arif, Aduwati Sali
2015	—	`conf`	Object recognition using depth information of a consumer depth camera. ICCAIS Jie Sheng Tham, Yoong Choon Chang, Mohammad Faizal Ahmad Fauzi, Jeonghwan Gwak
2015	C	`conf`	Prognostic Reporting of p53 Expression by Image Analysis in Glioblastoma Patients: Detection and Classification. HIS Mohammad Faizal Ahmad Fauzi, Hamza N. Gokozan, Christopher R. Pierson, Jose Javier Otero, Metin Nafi Gürcan
2014	—	`conf`	Automatic identification of drinking activities at home using depth data from RGB-D camera. ICCAIS Jie Sheng Tham, Yoong Choon Chang, Mohammad Faizal Ahmad Fauzi
2014	—	`conf`	Classification of glioblastoma and metastasis for neuropathology intraoperative diagnosis: a multi-resolution textural approach to model the background. Digital Pathology Mohammad Faizal Ahmad Fauzi, Hamza Numan Gokozan, Brad Elder, Vinay K. Puduvalli, Jose Javier Otero, Metin N. Gurcan
2014	—	`conf`	Content-Based Medical Image Retrieval System for Infections and Fluids in Chest Radiographs. AIRS Wan Siti Halimatul Munirah Wan Ahmad, Wan Mimi Diyana Wan Zaki, Mohammad Faizal Ahmad Fauzi, Wooi-Haw Tan
2014	—	`conf`	Effects of different classifiers in detecting infectious regions in chest radiographs. IEEM Wan Siti Halimatul Munirah Wan Ahmad, Rajasvaran Logeswaran, Mohammad Faizal Ahmad Fauzi, Wan Mimi Diyana Wan Zaki
2014	—	`conf`	Segmentation and automated measurement of chronic wound images: probability map approach. Computer-Aided Diagnosis Mohammad Faizal Ahmad Fauzi, Ibrahim Khansa, Karen Catignani, Gayle Gordillo, Chandan K. Sen, Metin N. Gurcan
2013	—	`conf`	Content-Based Image Retrieval system for marine life images using gradient vector flow. ICSIPA Ahsan Raza Sheikh, Sarina Mansor, Mohd Haris Lye Abdullah, Mohammad Faizal Ahmad Fauzi
2013	J	`jnl`	Fusing cluster-centric feature similarities for face recognition in video sequences. Pattern Recognit. Lett. John See, Mohammad Faizal Ahmad Fauzi, Chikkannan Eswaran
2012	—	`conf`	Dual-Feature Bayesian MAP Classification: Exploiting Temporal Information for Video-Based Face Recognition. ICONIP (5) John See, Chikkannan Eswaran, Mohammad Faizal Ahmad Fauzi
2012	B	`conf`	Image Retrieval Using Most Similar Highest Priority Principle Based on Fusion of Colour and Texture Features. PRICAI Fatin A. Mahdi, Mohammad Faizal Ahmad Fauzi, Nurul Nadia Ahmad
2011	J	`jnl`	Abnormalities detection in serial computed tomography brain images using multi-level segmentation approach. Multim. Tools Appl. Wan Mimi Diyana Wan Zaki, Mohammad Faizal Ahmad Fauzi, Rosli Besar, W. Siti Haimatul Munirah W. Ahmad
2011	—	`conf`	Automated Hemorrhage Slices Detection for CT Brain Images. IVIC (1) Hau-Lee Tong, Mohammad Faizal Ahmad Fauzi, Su-Cheng Haw
2011	—	`conf`	Comparison of Linear Discriminant Analysis and Support Vector Machine in Classification of Subdural and Extradural Hemorrhages. ICSECS (1) Hau-Lee Tong, Mohammad Faizal Ahmad Fauzi, Su-Cheng Haw, Hu Ng
2011	—	`conf`	Further Reduced Resolution Depth Coding for stereoscopic 3D video. ICSIPA N. S. Mohamad Anil Shah, H. Abdul Karim, Mohammad Faizal Ahmad Fauzi
2011	—	`conf`	Learning Neighborhood Discriminative Manifolds for Video-Based Face Recognition. ICIAP (1) John See, Mohammad Faizal Ahmad Fauzi
2011	—	`conf`	Video-based face recognition using Exemplar-Driven Bayesian Network classifier. ICSIPA John See, Mohammad Faizal Ahmad Fauzi, Chikkannan Eswaran
2010	J	`jnl`	Block-based Against Segmentation-based Texture Image Retrieval. J. Univers. Comput. Sci. Mohammad Faizal Ahmad Fauzi, Paul H. Lewis
2010	J	`jnl`	Retrieval of intracranial hemorrhages in computed tomography brain images using binary coherent vector. J. Electronic Imaging Wan Mimi Diyana Wan Zaki, Mohammad Faizal Ahmad Fauzi, Rosli Besar
2010	—	`conf`	Ventricles segmentation and matching for content - based medical image retrieval. ISSPA Hau-Lee Tong, Mohammad Faizal Ahmad Fauzi, Su-Cheng Haw
2009	—	`conf`	A New Approach of Skull Fracture Detection in CT Brain Images. IVIC Wan Mimi Diyana Wan Zaki, Mohammad Faizal Ahmad Fauzi, Rosli Besar
2009	—	`conf`	Automated Segmentation and Retrieval System for CT Head Images. IVIC Hau-Lee Tong, Mohammad Faizal Ahmad Fauzi, Ryoichi Komiya
2009	—	`conf`	Optimal Discrete Wavelet Frames Features for Texture-Based Image Retrieval Applications. IVIC Mohammad Faizal Ahmad Fauzi
2009	J	`jnl`	Query by low-quality image. Image Vis. Comput. Mohammad Faizal Ahmad Fauzi, Paul H. Lewis
2009	J	`jnl`	Segmentation of CT brain images using unsupervised clusterings. J. Vis. Hau-Lee Tong, Mohammad Faizal Ahmad Fauzi, Ryoichi Komiya
2008	J	`jnl`	A multiscale approach to texture-based image retrieval. Pattern Anal. Appl. Mohammad Faizal Ahmad Fauzi, Paul H. Lewis
2008	Misc	`conf`	Automated method of fracture detection in CT brain images. ISKE Wan Mimi Diyana Wan Zaki, Mohammad Faizal Ahmad Fauzi, Rosli Besar
2008	C	`conf`	Comparison of different feature extraction techniques in content-based image retrieval for CT brain images. MMSP Wan Siti Halimatul Munirah Wan Ahmad, Mohammad Faizal Ahmad Fauzi
2008	C	`conf`	Efficient block-based matching for content-based retrieval of CT head images. MMSP Mohammad Faizal Ahmad Fauzi, Wan Siti Halimatul Munirah Wan Ahmad
2008	—	`conf`	Segmentation of CT Brain Images Using K-Means and EM Clustering. CGIV Hau-Lee Tong, Mohammad Faizal Ahmad Fauzi, Ryoichi Komiya
2008	—	`conf`	Segmentation of CT Head Images. BMEI (2) Hau-Lee Tong, Mohammad Faizal Ahmad Fauzi, Ryoichi Komiya
2008	Misc	`conf`	Unsupervised abnormalities extraction and brain segmentation. ISKE Hau-Lee Tong, Mohammad Faizal Ahmad Fauzi, Ryoichi Komiya, Su-Cheng Haw
2006	J	`jnl`	Automatic texture segmentation for content-based image retrieval application. Pattern Anal. Appl. Mohammad Faizal Ahmad Fauzi, Paul H. Lewis
2004	J	`jnl`	An integrated content and metadata based retrieval system for art. IEEE Trans. Image Process. Paul H. Lewis, Kirk Martinez, Fazly Salleh Abas, Mohammad Faizal Ahmad Fauzi, Stephen C. Y. Chan, Matthew Addis, Mike J. Boniface, Paul Grimwood, Alison Stevenson, Christian Lahanier, James Stevenson
2003	A	`conf`	A Fully Unsupervised Texture Segmentation Algorithm. BMVC Mohammad Faizal Ahmad Fauzi, Paul H. Lewis
2002	—	`conf`	Query by Fax for Content-Based Image Retrieval. CIVR Mohammad Faizal Ahmad Fauzi, Paul H. Lewis