Siti Noraini Sulaiman

According to our database, Siti Noraini Sulaiman authored at least 44 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Enhancing Lung Cancer Classification: Leveraging Existing Convolutional Neural Networks within a 1D Framework.

Nurul Najiha Jafery, Siti Noraini Sulaiman, Muhammad Khusairi Osman, Noor Khairiah A. Karim, Zainal Hisham Che Soh

Proceedings of the 14th IEEE International Conference on Control System, 2024

Microcalcification Detection for Digital Breast Tomosynthesis Images Using Faster-RCNN.

Nur Athiqah Harron, Siti Noraini Sulaiman, Muhammad Afiq Iqmal Mohammad Nizam, Noor Khairiah A. Karim, Adi Izhar Che Ani, Syafiqah Aqilah Saifudin

Proceedings of the 14th IEEE International Conference on Control System, 2024

Impact of Class Labeling on Myocardium Segmentation using Cascaded Deep Learning for Improved Myocardial Infarction Segmentation.

Dayang Suhaida Binti Awang Damit, A'Isyah Nadiyah Hilmi, Siti Noraini Sulaiman, Muhammad Khusairi Osman, Noor Khairiah A. Karim, Nor Adni Mat Leh

Proceedings of the 14th IEEE International Conference on Control System, 2024

Identification of Lung Lesions in Computed Tomography Scan Images using Machine Learning Techniques.

Mohd Firdaus Abdullah, Siti Noraini Binti Sulaiman, Muhammad Khusairi Osman, Noor Khairiah A. Karim, Adi Izhar Che Ani, Nurfadzilah Ahmad

Proceedings of the 14th IEEE International Conference on Control System, 2024

2023

CNN-Wavelet scattering textural feature fusion for classifying breast tissue in mammograms.

Noor Fadzilah Razali, Iza Sazanita Isa, Siti Noraini Sulaiman, Noor Khairiah A. Karim, Muhammad Khusairi Osman

Biomed. Signal Process. Control., May, 2023

Classification of cervical cancer from Pap smear images: a convolutional neural network approach.

Siti Noraini Sulaiman, Ajmal Hadi Ahmad Hishamuddin, Iza Sazanita Isa, Muhammad Khusairi Osman, Zainal Hisham Che Soh

Int. J. Intell. Syst. Technol. Appl., 2023

Analysis of Centroid Position to Measure the Distance of People in the Crowd.

Slamet Riyadi, Cahya Damarjati, Hesti Media Tama, Siti Noraini Sulaiman

Proceedings of the 13th IEEE International Conference on Control System, 2023

A Comparative Performance of Genetic Algorithm and Bayesian Optimization for Hyperparameter Tuning for Mammogram Classification.

Noor Fadzilah Razali, Iza Sazanita Isa, Siti Noraini Sulaiman, Noor Khairiah A. Karim, Muhammad Khusairi Osman, Zainal Hisham Che Soh, Zakiah Mohd Yusoff

Proceedings of the 13th IEEE International Conference on Control System, 2023

Application of Geometric Features on Lung Lesion and Non-Lesion Segmentation.

Nurul Najiha Jafery, Siti Noraini Sulaiman, Muhammad Khusairi Osman, Noor Khairiah A. Karim, Zainal Hisham Che Soh, Mohd Firdaus Abdullah, Iza Sazanita Isa

Proceedings of the 13th IEEE International Conference on Control System, 2023

Optimizing Network Classification Performance by Geometric Transformations on Delayed Enhancement Cardiac Magnetic Resonance Imaging.

Dayang Suhaida Binti Awang Damit, Siti Noraini Sulaiman, Muhammad Khusairi Osman, Noor Khairiah A. Karim, Belinda Chong Chiew Meng, Mohd Firdaus Abdullah

Proceedings of the 13th IEEE International Conference on Control System, 2023

Comparative Study between Horn-Schunk and Lucas Kenade Optical Flow Method for Lung Lesion Identification in Computed Tomography Images.

Mohd Firdaus Abdullah, Siti Noraini Sulaiman, Muhammad Khusairi Osman, Noor Khairiah A. Karim, Adi Izhar Che Ani, Dayang Suhaida Binti Awang Damit

Proceedings of the 13th IEEE International Conference on Control System, 2023

2022

Optimizing the Hyperparameter Tuning of YOLOv5 for Underwater Detection.

Iza Sazanita Isa, Mohamed Syazwan Asyraf Bin Rosli, Umi Kalsom Yusof, Mohd Ikmal Fitri Maruzuki, Siti Noraini Sulaiman

IEEE Access, 2022

A Convolutional Neural Network Model for Image Enhancement of Extremely Dense Breast Tissue in Digital Breast Tomosynthesis Images.

Siti Noraini Sulaiman, Muhammad Hanzalah Normazli, Nur Athiqah Harron, Noor Khairiah A. Karim, Khairul Azman Ahmad, Zainal Hisham Che Soh

Proceedings of the 12th IEEE International Conference on Control System, 2022

A Comparative Study of Unsharp Masking Filters for Enhancement of Digital Breast Tomosynthesis Images.

Syafiqah Aqilah Saifudin, Siti Noraini Sulaiman, Noor Khairiah A. Karim, Muhammad Khusairi Osman, Iza Sazanita Isa, Nur Athiqah Harron

Proceedings of the 12th IEEE International Conference on Control System, 2022

Cervical Pre-cancerous Cell Image Classification System Using Histogram of Oriented Gradients and K-Nearest Neighbor Algorithms.

Yessi Jusman, Maryza Intan Rahmawati, Siti Noraini Sulaiman

Proceedings of the 12th IEEE International Conference on Control System, 2022

A New Regression Method for Diagnosis of Lung Cancer Disease.

Nurul Najiha Jafery, Siti Noraini Sulaiman, Muhammad Khusairi Osman, Noor Khairiah A. Karim, Mohd Firdaus Abdullah, Iza Sazanita Isa

Proceedings of the 12th IEEE International Conference on Control System, 2022

2021

Mass Detection in Digital Mammogram Image using Convolutional Neural Network (CNN).

Siti Noraini Sulaiman, Nur Athirah Hassan, Iza Sazanita Isa, Mohd Firdaus Abdullah, Zainal Hisham Che Soh, Yessi Jusman

Proceedings of the 11th IEEE International Conference on Control System, 2021

Development of CNN Transfer Learning for Dyslexia Handwriting Recognition.

Mohamed Syazwan Asyraf Bin Rosli, Iza Sazanita Isa, Siti Azura Ramlan, Siti Noraini Sulaiman, Mohd Ikmal Fitri Maruzuki

Proceedings of the 11th IEEE International Conference on Control System, 2021

Underwater Animal Detection Using YOLOV4.

Mohamed Syazwan Asyraf Bin Rosli, Iza Sazanita Isa, Mohd Ikmal Fitri Maruzuki, Siti Noraini Sulaiman, Ibrahim Ahmad

Proceedings of the 11th IEEE International Conference on Control System, 2021

High-level Features in Deeper Deep Learning Layers for Breast Cancer Classification.

Noor Fadzilah Razali, Iza Sazanita Isa, Siti Noraini Sulaiman, Noor Khairiah A. Karim, Muhammad Khusairi Osman

Proceedings of the 11th IEEE International Conference on Control System, 2021

2020

Classification of Starfruit Ripeness using Neural Network Technique.

Khairul Azman Ahmad, Noramalina Abdullah, Muhammad Khusairi Osman, Siti Noraini Sulaiman, Mohd Firdaus Abdullah, Zakaria Hussain

Proceedings of the 10th IEEE International Conference on Control System, 2020

Modelling of Lane Departure Warning System as Car-Driving Assistance using Android-Based System.

Mohamad Syafiq Abdullah, Siti Noraini Sulaiman, Khairul Azman Ahmad, Iza Sazanita Isa

Proceedings of the 10th IEEE International Conference on Control System, 2020

Demarcation of Lung Lobes in CT Scan Images for Lung Cancer Detection using Watershed Segmentation.

Nur Najihah Sofia Mohd Marzuki, Iza Sazanita Isa, Noor Khairiah A. Karim, Ibrahim Lutfi Shuaib, Zainal Hisham Che Soh, Siti Noraini Sulaiman

Proceedings of the ICCAE 2020: 12th International Conference on Computer and Automation Engineering, 2020

Comparison of Different Image Processing Methods with Spatial Information in Clinical Brain MRI.

Iza Sazanita Isa, Mohamad Khairul Faizi Mat Saad, Muhammad Haris Khusairi Mohmad Kadir, Ahmad Afifi Ahmad Afandi, Noor Khairiah A. Karim, Siti Noraini Sulaiman

Proceedings of the 12th International Conference on Bioinformatics and Biomedical Technology, 2020

2019

Image Quality Assessment for Image Segmentation Algorithms: Qualitative and Quantitative Analyses.

Syed Zakwan Syed Zaini, Nur Najihah Sofia, Mohd Marzuki, Mohd Firdaus Abdullah, Khairul Azman Ahmad, Iza Sazanita Isa, Siti Noraini Sulaiman

Proceedings of the 9th IEEE International Conference on Control System, 2019

Automated Stand-alone Video-based Microsleep Detection System by using EAR Technique.

Mohd Arif Ngasri, Iza Sazanita Isa, Siti Noraini Sulaiman, Zainal Hisham Che Soh

Proceedings of the 9th IEEE International Conference on Control System, 2019

Image Quality Assessment for Image Filtering Algorithm: Qualitative and Quantitative Analyses.

Muhamad Hafiz Ishak, Nur Najihah Sofia Mohd Marzuki, Mohd Firdaus Abdullah, Zainal Hisham Che Soh, Iza Sazanita Isa, Siti Noraini Sulaiman

Proceedings of the 9th IEEE International Conference on Control System, 2019

A Comparative Study of Image Segmentation Technique applied for Lung Cancer Detection.

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

Proceedings of the 9th IEEE International Conference on Control System, 2019

Energy Consumption Monitoring and Alert System via IoT.

Zainal Hisham Che Soh, Irni Hamiza Hamzah, Syahrul Afzal Che Abdullah, Mohd Affandi Shafie, Siti Noraini Sulaiman, Kamarulazhar Daud

Proceedings of the 7th International Conference on Future Internet of Things and Cloud, 2019

2017

Microbleeds detection using watershed-driven active contour.

Amin Sabirin Tajudin, Siti Noraini Sulaiman, Iza Sazanita Isa, Zainal Hisham Che Soh, Noor Khairiah A. Karim, Ibrahim Lutfi Shuaib

Proceedings of the 7th IEEE International Conference on Control System, 2017

Classification and grading of white matter hyperintensity severity by using automated detection.

Iza Sazanita Isa, Siti Noraini Sulaiman, Noritawati Md Tahir, Mohd Firdaus Abdullah, Zainal Hisham Che Soh, Muzaimi Mustapha, Noor Khairiah A. Karim

Proceedings of the 7th IEEE International Conference on Control System, 2017

Design and development of D33 mode piezoelectric acoustic transducer array using PVDF for underwater application.

Khairul Azman Ahmad, Mohamad Faizal Abdul Rahman, Zakaria Hussain, Muhammad Khusairi Osman, Siti Noraini Sulaiman, Mohd Firdaus Abdullah, Noramalina Abdullah, Asrulnizam Bin Abd Manaf

Proceedings of the 7th IEEE International Conference on Control System, 2017

2015

Switching-based clustering algorithms for segmentation of low-level salt-and-pepper noise-corrupted images.

Siti Noraini Sulaiman, Nor Ashidi Mat Isa, Intan Aidha Yusoff, Fadzil Ahmad

Signal Image Video Process., 2015

A GA-based feature selection and parameter optimization of an ANN in diagnosing breast cancer.

Fadzil Ahmad, Nor Ashidi Mat Isa, Zakaria Hussain, Muhammad Khusairi Osman, Siti Noraini Sulaiman

Pattern Anal. Appl., 2015

Improvement of Features Extraction Process and Classification of Cervical Cancer for the NeuralPap System.

Siti Noraini Sulaiman, Nor Ashidi Mat Isa, Nor Hayati Othman, Fadzil Ahmad

Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

Evaluating Denoising Performances of Fundamental Filters for T2-Weighted MRI Images.

Iza Sazanita Isa, Siti Noraini Sulaiman, Muzaimi Mustapha, Sailudin Darus

Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

2014

De-noising of noisy MRI brain image using the switching-based clustering algorithm.

Siti Noraini Sulaiman, Siti Mastura Che Ishak, Iza Sazanita Isa, Norhazimi Hamzah

Proceedings of the 2014 IEEE International Conference on Control System, 2014

2013

A genetic algorithm-based multi-objective optimization of an artificial neural network classifier for breast cancer diagnosis.

Fadzil Ahmad, Nor Ashidi Mat Isa, Zakaria Hussain, Siti Noraini Sulaiman

Neural Comput. Appl., 2013

2011

Semi-automated pseudo colour features extraction technique for cervical cancer's pap smear images.

Siti Noraini Sulaiman, Nor Ashidi Mat Isa, Nor Hayati Othman

Int. J. Knowl. Based Intell. Eng. Syst., 2011

2010

Denoising-based clustering algorithms for segmentation of low level salt-and-pepper noise-corrupted images.

Siti Noraini Sulaiman, Nor Ashidi Mat Isa

IEEE Trans. Consumer Electron., 2010

Adaptive fuzzy-K-means clustering algorithm for image segmentation.

Siti Noraini Sulaiman, Nor Ashidi Mat Isa

IEEE Trans. Consumer Electron., 2010

Performance of neural network architectures: Cascaded MLP versus extreme learning machine on cervical cell image classification.

Intan Aidha Yusoff, Nor Ashidi Mat Isa, Nor Hayati Othman, Siti Noraini Sulaiman, Yessi Jusman

Proceedings of the 10th International Conference on Information Sciences, 2010

Overlapping cells separation method for cervical cell images.

Siti Noraini Sulaiman, Nor Ashidi Mat Isa, Intan Aidha Yusoff, Nor Hayati Othman

Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Pseudo Color Features Extraction technique for cervical cancer of Pap smear images.

Siti Noraini Sulaiman, Nor Ashidi Mat Isa, Nor Hayati Othman, Norhayati Mohamad Noor

Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010