Iza Sazanita Isa

31 papers B 1Journal 6Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	H2FCD: Fusion of Offline Handwritten Image Features and Histogram Features for Multiclass Classification of Dysgraphia Severity. IET Image Process. Siti Azura Ramlan, Iza Sazanita Isa, Pratheepan Yogarajah, Muhammad Khusairi Osman, Ahmad Puad Ismail, Zainal Hisham Che Soh
2025	J	`jnl`	2TSS: Two-Tier Semantic Segmentation Framework With Enhancement for Hotspot Detection of Solar Photovoltaic Thermal Images. IEEE Access Nurul Huda Ishak, Iza Sazanita Isa, Muhammad Khusairi Osman, Mohd Shawal Jadin, Kamarulazhar Daud, Mohd Zulhamdy Bin Ab Hamid
2025	J	`jnl`	Radiomics and deep learning characterisation of liver malignancies in CT images - A systematic review. Comput. Biol. Medicine Bappah Suleiman Yahaya, Noor Diyana Osman, Noor Khairiah A. Karim, Gokula Kumar Appalanaido, Iza Sazanita Isa
2024	—	`conf`	Dysgraphia Handwriting Image Augmentation for CNN Model Classification. ICCSCE Nurhani Harun, Iza Sazanita Isa, Siti Azura Ramlan, Muhammad Khusairi Osman, Mohd Ikmal Fitri Maruzuki
2024	—	`conf`	YOLOv9-Based Hotspots Recognition in Solar Photovoltaic Panels: Integrating Image Processing Techniques for Targeted Region Identification. ICCSCE Mohd Zulhamdy Bin Ab Hamid, Kamarulazhar Daud, Zainal Hisham Che Soh, Muhammad Khusairi Osman, Iza Sazanita Isa, Mohd Shawal Jadin
2023	—	`conf`	A Comparative Performance of Genetic Algorithm and Bayesian Optimization for Hyperparameter Tuning for Mammogram Classification. ICCSCE Noor Fadzilah Razali, Iza Sazanita Isa, Siti Noraini Sulaiman, Noor Khairiah A. Karim, Muhammad Khusairi Osman, Zainal Hisham Che Soh, Zakiah Mohd Yusoff
2023	—	`conf`	An Automated Blastocyst Grading System Using Convolutional Neural Network and Transfer Learning. ICCSCE Yusuf Abas Mohamed, Umi Kalsom Yusof, Iza Sazanita Isa, Murizah Mohd Zain
2023	—	`conf`	Application of Geometric Features on Lung Lesion and Non-Lesion Segmentation. ICCSCE Nurul Najiha Jafery, Siti Noraini Sulaiman, Muhammad Khusairi Osman, Noor Khairiah A. Karim, Zainal Hisham Che Soh, Mohd Firdaus Abdullah, Iza Sazanita Isa
2023	J	`jnl`	CNN-Wavelet scattering textural feature fusion for classifying breast tissue in mammograms. Biomed. Signal Process. Control. Noor Fadzilah Razali, Iza Sazanita Isa, Siti Noraini Sulaiman, Noor Khairiah A. Karim, Muhammad Khusairi Osman
2023	—	`conf`	Classification Performance of Directed Acyclic Graph Network on Potential Dyslexia Handwriting Images. ICCSCE Siti Azura Ramlan, Iza Sazanita Isa, Muhammad Khusairi Osman, Ahmad Puad Ismail, Zainal Hisham Che Soh
2023	J	`jnl`	Classification of cervical cancer from Pap smear images: a convolutional neural network approach. Int. J. Intell. Syst. Technol. Appl. Siti Noraini Sulaiman, Ajmal Hadi Ahmad Hishamuddin, Iza Sazanita Isa, Muhammad Khusairi Osman, Zainal Hisham Che Soh
2022	—	`conf`	A Comparative Study of Unsharp Masking Filters for Enhancement of Digital Breast Tomosynthesis Images. ICCSCE Syafiqah Aqilah Saifudin, Siti Noraini Sulaiman, Noor Khairiah A. Karim, Muhammad Khusairi Osman, Iza Sazanita Isa, Nur Athiqah Harron
2022	—	`conf`	A New Regression Method for Diagnosis of Lung Cancer Disease. ICCSCE Nurul Najiha Jafery, Siti Noraini Sulaiman, Muhammad Khusairi Osman, Noor Khairiah A. Karim, Mohd Firdaus Abdullah, Iza Sazanita Isa
2022	J	`jnl`	Optimizing the Hyperparameter Tuning of YOLOv5 for Underwater Detection. IEEE Access Iza Sazanita Isa, Mohamed Syazwan Asyraf Bin Rosli, Umi Kalsom Yusof, Mohd Ikmal Fitri Maruzuki, Siti Noraini Sulaiman
2021	—	`conf`	Development of CNN Transfer Learning for Dyslexia Handwriting Recognition. ICCSCE Mohamed Syazwan Asyraf Bin Rosli, Iza Sazanita Isa, Siti Azura Ramlan, Siti Noraini Sulaiman, Mohd Ikmal Fitri Maruzuki
2021	—	`conf`	High-level Features in Deeper Deep Learning Layers for Breast Cancer Classification. ICCSCE Noor Fadzilah Razali, Iza Sazanita Isa, Siti Noraini Sulaiman, Noor Khairiah A. Karim, Muhammad Khusairi Osman
2021	—	`conf`	Mass Detection in Digital Mammogram Image using Convolutional Neural Network (CNN). ICCSCE Siti Noraini Sulaiman, Nur Athirah Hassan, Iza Sazanita Isa, Mohd Firdaus Abdullah, Zainal Hisham Che Soh, Yessi Jusman
2021	—	`conf`	Underwater Animal Detection Using YOLOV4. ICCSCE Mohamed Syazwan Asyraf Bin Rosli, Iza Sazanita Isa, Mohd Ikmal Fitri Maruzuki, Siti Noraini Sulaiman, Ibrahim Ahmad
2020	—	`conf`	Comparison of Different Image Processing Methods with Spatial Information in Clinical Brain MRI. ICBBT Iza Sazanita Isa, Mohamad Khairul Faizi Mat Saad, Muhammad Haris Khusairi Mohmad Kadir, Ahmad Afifi Ahmad Afandi, Noor Khairiah A. Karim, Siti Noraini Sulaiman
2020	—	`conf`	Demarcation of Lung Lobes in CT Scan Images for Lung Cancer Detection using Watershed Segmentation. ICCAE Nur Najihah Sofia Mohd Marzuki, Iza Sazanita Isa, Noor Khairiah A. Karim, Ibrahim Lutfi Shuaib, Zainal Hisham Che Soh, Siti Noraini Sulaiman
2020	—	`conf`	Modelling of Lane Departure Warning System as Car-Driving Assistance using Android-Based System. ICCSCE Mohamad Syafiq Abdullah, Siti Noraini Sulaiman, Khairul Azman Ahmad, Iza Sazanita Isa
2019	—	`conf`	A Comparative Study of Image Segmentation Technique applied for Lung Cancer Detection. ICCSCE Mohd Firdaus Abdullah, Muhammad Safwan Mansor, Siti Noraini Sulaiman, Muhammad Khusairi Osman, Nur Najihah Sofia Mohd Marzuki, Iza Sazanita Isa, Noor Khairiah A. Karim, Ibrahim Lutfi Shuaib
2019	—	`conf`	Automated Stand-alone Video-based Microsleep Detection System by using EAR Technique. ICCSCE Mohd Arif Ngasri, Iza Sazanita Isa, Siti Noraini Sulaiman, Zainal Hisham Che Soh
2019	—	`conf`	Image Quality Assessment for Image Filtering Algorithm: Qualitative and Quantitative Analyses. ICCSCE Muhamad Hafiz Ishak, Nur Najihah Sofia Mohd Marzuki, Mohd Firdaus Abdullah, Zainal Hisham Che Soh, Iza Sazanita Isa, Siti Noraini Sulaiman
2019	—	`conf`	Image Quality Assessment for Image Segmentation Algorithms: Qualitative and Quantitative Analyses. ICCSCE Syed Zakwan Syed Zaini, Nur Najihah Sofia, Mohd Marzuki, Mohd Firdaus Abdullah, Khairul Azman Ahmad, Iza Sazanita Isa, Siti Noraini Sulaiman
2017	—	`conf`	Classification and grading of white matter hyperintensity severity by using automated detection. ICCSCE Iza Sazanita Isa, Siti Noraini Sulaiman, Noritawati Md Tahir, Mohd Firdaus Abdullah, Zainal Hisham Che Soh, Muzaimi Mustapha, Noor Khairiah A. Karim
2017	—	`conf`	Microbleeds detection using watershed-driven active contour. ICCSCE Amin Sabirin Tajudin, Siti Noraini Sulaiman, Iza Sazanita Isa, Zainal Hisham Che Soh, Noor Khairiah A. Karim, Ibrahim Lutfi Shuaib
2015	B	`conf`	Evaluating Denoising Performances of Fundamental Filters for T2-Weighted MRI Images. KES Iza Sazanita Isa, Siti Noraini Sulaiman, Muzaimi Mustapha, Sailudin Darus
2014	—	`conf`	De-noising of noisy MRI brain image using the switching-based clustering algorithm. ICCSCE Siti Noraini Sulaiman, Siti Mastura Che Ishak, Iza Sazanita Isa, Norhazimi Hamzah
2011	—	`conf`	Comparisons on thermal effects Of 1.8GHz electromagnetic field exposure on Swiss Albino mice. ICCSCE Normasni Ad Fauzi, Rusnani Ariffin, Norhayati Mohamad Noor, Iza Sazanita Isa
2010	—	`conf`	Weather Forecasting Using Photovoltaic System and Neural Network. CICSyN Iza Sazanita Isa, Saodah Omar, Zuraidi Saad, Norhayati Mohamad Noor, Muhammad Khusairi Osman