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ORCIDIza Sazanita Isa
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Journal Articles
- 2023
[j3]Noor Fadzilah Razali, Iza Sazanita Isa, Siti Noraini Sulaiman, Noor Khairiah A. Karim, Muhammad Khusairi Osman:
CNN-Wavelet scattering textural feature fusion for classifying breast tissue in mammograms. Biomed. Signal Process. Control. 83: 104683 (2023)- [j2]Siti Noraini Sulaiman, Ajmal Hadi Ahmad Hishamuddin, Iza Sazanita Isa, Muhammad Khusairi Osman, Zainal Hisham Che Soh:
Classification of cervical cancer from Pap smear images: a convolutional neural network approach. Int. J. Intell. Syst. Technol. Appl. 21(3): 303-319 (2023) - 2022
- [j1]Iza Sazanita Isa
, Mohamed Syazwan Asyraf Bin Rosli, Umi Kalsom Yusof, Mohd Ikmal Fitri Maruzuki, Siti Noraini Sulaiman:
Optimizing the Hyperparameter Tuning of YOLOv5 for Underwater Detection. IEEE Access 10: 52818-52831 (2022)
Conference and Workshop Papers
- 2024
- [c27]Mohd Zulhamdy Bin Ab Hamid, Kamarulazhar Daud, Zainal Hisham Che Soh, Muhammad Khusairi Osman, Iza Sazanita Isa, Mohd Shawal Jadin:
YOLOv9-Based Hotspots Recognition in Solar Photovoltaic Panels: Integrating Image Processing Techniques for Targeted Region Identification. ICCSCE 2024: 94-99 - [c26]Nurul Huda Binti Ishak, Iza Sazanita Binti Isa, Muhammad Khusairi Bin Osman, Kamarulazhar Bin Daud, Mohd Zulhamdy Bin Ab Hamid, Mohd Shawal Bin Jadin:
Automated CNN-based Semantic Segmentation for Thermal Image of Solar Photovoltaic (PV) Panel. ICCSCE 2024: 203-208 - [c25]Nurhani Harun, Iza Sazanita Isa, Siti Azura Ramlan, Muhammad Khusairi Osman, Mohd Ikmal Fitri Maruzuki:
Dysgraphia Handwriting Image Augmentation for CNN Model Classification. ICCSCE 2024: 209-213 - 2023
- [c24]Siti Azura Ramlan, Iza Sazanita Isa, Muhammad Khusairi Osman, Ahmad Puad Ismail, Zainal Hisham Che Soh:
Classification Performance of Directed Acyclic Graph Network on Potential Dyslexia Handwriting Images. ICCSCE 2023: 149-154 - [c23]Nurul Najiha Jafery, Siti Noraini Sulaiman, Muhammad Khusairi Osman, Noor Khairiah A. Karim, Zainal Hisham Che Soh, Mohd Firdaus Abdullah, Iza Sazanita Isa:
Application of Geometric Features on Lung Lesion and Non-Lesion Segmentation. ICCSCE 2023: 167-172 - [c22]Noor Fadzilah Razali, Iza Sazanita Isa, Siti Noraini Sulaiman, Noor Khairiah A. Karim, Muhammad Khusairi Osman, Zainal Hisham Che Soh, Zakiah Mohd Yusoff:
A Comparative Performance of Genetic Algorithm and Bayesian Optimization for Hyperparameter Tuning for Mammogram Classification. ICCSCE 2023: 173-178 - [c21]Yusuf Abas Mohamed, Umi Kalsom Yusof, Iza Sazanita Isa, Murizah Mohd Zain:
An Automated Blastocyst Grading System Using Convolutional Neural Network and Transfer Learning. ICCSCE 2023: 202-207 - 2022
- [c20]Nurul Najiha Jafery, Siti Noraini Sulaiman, Muhammad Khusairi Osman, Noor Khairiah A. Karim, Mohd Firdaus Abdullah, Iza Sazanita Isa:
A New Regression Method for Diagnosis of Lung Cancer Disease. ICCSCE 2022: 87-92 - [c19]Syafiqah Aqilah Saifudin, Siti Noraini Sulaiman, Noor Khairiah A. Karim, Muhammad Khusairi Osman, Iza Sazanita Isa, Nur Athiqah Harron:
A Comparative Study of Unsharp Masking Filters for Enhancement of Digital Breast Tomosynthesis Images. ICCSCE 2022: 147-152 - 2021
- [c18]Siti Noraini Sulaiman, Nur Athirah Hassan, Iza Sazanita Isa, Mohd Firdaus Abdullah, Zainal Hisham Che Soh, Yessi Jusman:
Mass Detection in Digital Mammogram Image using Convolutional Neural Network (CNN). ICCSCE 2021: 61-65 - [c17]Mohamed Syazwan Asyraf Bin Rosli, Iza Sazanita Isa, Mohd Ikmal Fitri Maruzuki, Siti Noraini Sulaiman, Ibrahim Ahmad:
Underwater Animal Detection Using YOLOV4. ICCSCE 2021: 158-163 - [c16]Noor Fadzilah Razali, Iza Sazanita Isa, Siti Noraini Sulaiman, Noor Khairiah A. Karim, Muhammad Khusairi Osman:
High-level Features in Deeper Deep Learning Layers for Breast Cancer Classification. ICCSCE 2021: 170-175 - [c15]Mohamed Syazwan Asyraf Bin Rosli, Iza Sazanita Isa, Siti Azura Ramlan, Siti Noraini Sulaiman, Mohd Ikmal Fitri Maruzuki:
Development of CNN Transfer Learning for Dyslexia Handwriting Recognition. ICCSCE 2021: 194-199 - 2020
- [c14]Iza Sazanita Isa, Mohamad Khairul Faizi Mat Saad, Muhammad Haris Khusairi Mohmad Kadir, Ahmad Afifi Ahmad Afandi, Noor Khairiah A. Karim, Siti Noraini Sulaiman:
Comparison of Different Image Processing Methods with Spatial Information in Clinical Brain MRI. ICBBT 2020: 86-93 - [c13]Nur Najihah Sofia Mohd Marzuki, Iza Sazanita Isa, Noor Khairiah A. Karim, Ibrahim Lutfi Shuaib, Zainal Hisham Che Soh, Siti Noraini Sulaiman:
Demarcation of Lung Lobes in CT Scan Images for Lung Cancer Detection using Watershed Segmentation. ICCAE 2020: 70-74 - [c12]Mohamad Syafiq Abdullah, Siti Noraini Sulaiman, Khairul Azman Ahmad, Iza Sazanita Isa:
Modelling of Lane Departure Warning System as Car-Driving Assistance using Android-Based System. ICCSCE 2020: 57-61 - 2019
- [c11]Syed Zakwan Syed Zaini, Nur Najihah Sofia, Mohd Marzuki, Mohd Firdaus Abdullah, Khairul Azman Ahmad, Iza Sazanita Isa, Siti Noraini Sulaiman:
Image Quality Assessment for Image Segmentation Algorithms: Qualitative and Quantitative Analyses. ICCSCE 2019: 66-71 - [c10]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:
A Comparative Study of Image Segmentation Technique applied for Lung Cancer Detection. ICCSCE 2019: 72-77 - [c9]Mohd Arif Ngasri, Iza Sazanita Isa, Siti Noraini Sulaiman, Zainal Hisham Che Soh:
Automated Stand-alone Video-based Microsleep Detection System by using EAR Technique. ICCSCE 2019: 78-83 - [c8]Muhamad Hafiz Ishak, Nur Najihah Sofia Mohd Marzuki, Mohd Firdaus Abdullah, Zainal Hisham Che Soh, Iza Sazanita Isa, Siti Noraini Sulaiman:
Image Quality Assessment for Image Filtering Algorithm: Qualitative and Quantitative Analyses. ICCSCE 2019: 162-167 - 2017
- [c7]Iza Sazanita Isa, Siti Noraini Sulaiman, Noritawati Md Tahir, Mohd Firdaus Abdullah, Zainal Hisham Che Soh, Muzaimi Mustapha, Noor Khairiah A. Karim:
Classification and grading of white matter hyperintensity severity by using automated detection. ICCSCE 2017: 198-203 - [c6]Amin Sabirin Tajudin, Siti Noraini Sulaiman, Iza Sazanita Isa, Zainal Hisham Che Soh, Noor Khairiah A. Karim, Ibrahim Lutfi Shuaib:
Microbleeds detection using watershed-driven active contour. ICCSCE 2017: 320-324 - 2015
- [c5]Iza Sazanita Isa, Siti Noraini Sulaiman, Muzaimi Mustapha, Sailudin Darus:
Evaluating Denoising Performances of Fundamental Filters for T2-Weighted MRI Images. KES 2015: 760-768 - 2014
- [c4]Siti Noraini Sulaiman, Siti Mastura Che Ishak, Iza Sazanita Isa, Norhazimi Hamzah:
De-noising of noisy MRI brain image using the switching-based clustering algorithm. ICCSCE 2014: 1-6 - 2011
- [c3]Normasni Ad Fauzi, Rusnani Ariffin, Norhayati Mohamad Noor, Iza Sazanita Isa:
Comparisons on thermal effects Of 1.8GHz electromagnetic field exposure on Swiss Albino mice. ICCSCE 2011: 358-363 - [c2]Belinda Chong Chiew Meng, Dayang Suhaida Binti Awang Damit, Samihah Binti Abdullah, Normasni Binti Ad Fauzi, Iza Sazanita Binti Isa:
Modelling of a level drum process control training system. ICCSCE 2011: 381-386 - 2010
- [c1]Iza Sazanita Isa, Saodah Omar, Zuraidi Saad, Norhayati Mohamad Noor, Muhammad Khusairi Osman:
Weather Forecasting Using Photovoltaic System and Neural Network. CICSyN 2010: 96-100
Coauthor Index
aka: Muhammad Khusairi Bin Osman
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