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

QR Code

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

Magnetic Resonance Image is one of the technologies used for diagnosing brain cancer. Radiographers use the information obtained from MRI images to diagnose the disease and plan further treatment for the patient. MRI images are always corrupted with noise. Removing noise from images is crucial but i...

Full description

Bibliographic Details
Published in:	Proceedings - 4th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2014
Main Author:	Sulaiman S.N.; Ishak S.M.C.; Isa I.S.; Hamzah N.
Format:	Conference paper
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2014
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-84946691950&doi=10.1109%2fICCSCE.2014.7072679&partnerID=40&md5=a12c7ec3f334e85a7d69aaf02a7d7700

Similar Items

Brain aneurysm extraction in MRI images
by: Ab Rauf R.H.; Ghafar N.A.; Khalid N.E.A.
Published: (2019)

MRI brain tumor segmentation: A forthright image processing approach
by: Khalid N.E.A.; Ismail M.F.; Manaf M.A.A.B.; Fadzil A.F.A.; Ibrahim S.
Published: (2020)

Evaluation of brain tumor using brain MRI with modified-moth-flame algorithm and Kapur’s thresholding: a study
by: Kadry S.; Rajinikanth V.; Raja N.S.M.; Jude Hemanth D.; Hannon N.M.S.; Raj A.N.J.
Published: (2021)

Classification of Brain Tumors on MRI Images Using DenseNet and Support Vector Machine
by: Minarno A.E.; Kantomo I.S.; Sumadi F.D.S.; Nugroho H.A.; Ibrahim Z.
Published: (2022)

An automated multimodal white matter hyperintensity identification for MRI images using image processing
by: Isa I.; Sulaiman S.N.; Md. Tahir N.; Abdullah M.F.; Che Soh Z.H.; Mustapha M.; Karim N.K.A.
Published: (2017)

Evaluation of MRI images' pixels intensity in three different MRI sequences
by: Arsat Z.A.; Halim Kadarman A.; Shokri A.A.; Aziz M.E.; Shuib S.
Published: (2020)

Comparison of Various Colorization Techniques for MRI Brain Tumor Segmentation using Convolutional Neural Networks
by: Azam A.S.B.; Jumaat A.K.; Ibrahim S.
Published: (2023)

Eyeball segmentation and measurement in MRI images of myopic children
by: Rayan J.E.; Mokri S.S.; Low Y.C.; Mohd-Ali B.; Huddin A.B.; Mohamad-Shahimin M.; Arif N.; Abdul-Hamid H.; Mohidin N.
Published: (2022)

Active Contour Models for Boundary Extraction with Application to Medical Images with Noise
by: Kon N.A.; Jumaat A.K.; Suhaizi M.D.A.
Published: (2024)

Detection of subtle white matter lesions in MRI through texture feature extraction and boundary delineation using an embedded clustering strategy
by: Ong K.; Young D.M.; Sulaiman S.; Shamsuddin S.M.; Mohd Zain N.R.; Hashim H.; Yuen K.; Sanders S.J.; Yu W.; Hang S.
Published: (2022)

Automated segmentation and detection of T1-weighted magnetic resonance imaging brain images of glioma brain tumor
by: Zaihani N.H.I.M.; Roslan R.; Ibrahim Z.; Samah K.A.F.A.
Published: (2020)

Mapping points of cloud of single image onto MRI for 3D cardiac modeling for augmented reality
by: Faudzi A.A.; Rahmat R.W.O.K.; Sulaiman P.S.; Dimon M.Z.
Published: (2015)

Pixel Mask Analyzer (PMA): Noise removal in gland detection for colon cancer image
by: Ahmad M.Y.; Mohd Yusof Y.A.; Md. Ali S.A.; Mohamed A.
Published: (2011)

Simulation of Three-Dimensional Images and Estimation of Lung Volumes from Two-Dimensional MRI and CT Images
by: Binti Indera Putera S.H.; Bin Dzulkifli M.R.; Sidek N.B.; Abu Bakar Z.B.; Binti Mohammad N.N.
Published: (2022)

MRI Breast: Current Imaging Trends, Clinical Applications, and Future Research Directions
by: Rahmat K.; Mumin N.A.; Hamid M.T.R.; Hamid S.A.; Ng W.L.
Published: (2022)

Application of Douglass-Gunn ADI scheme on diffusion model with different noise level for image denoising
by: Aziz N.A.A.; Halim S.A.
Published: (2018)

ENHANCING PENANG HOMESTAY EXPERIENCE THROUGH CROSS-CULTURAL BENCHMARKING FROM JAPANESE HOMESTAY HOSPITALITY; [APRIMORAMENTO DA EXPERIÊNCIA DE HOSPEDAGEM EM CASA DE FAMÍLIA EM PENANG POR MEIO DE BENCHMARKING INTERCULTURAL DA HOSPITALIDADE EM CASA DE FAMÍLIA JAPONESA]; [MEJORA DE LA EXPERIENCIA DE ALOJAMIENTO EN FAMILIA EN PENANG MEDIANTE LA EVALUACIÓN COMPARATIVA INTERCULTURAL DE LA HOSPITALIDAD JAPONESA EN FAMILIA]
by: Abdullah A.; Isa N.M.; Azmi A.; Wahab M.F.A.; Tahir M.S.; Ishak M.A.
Published: (2024)

An optimal and stable algorithm for clustering numerical data
by: Seman A.; Sapawi A.M.
Published: (2021)

A framework of MRI fat suppressed imaging fusion system for femur abnormality analysis
by: Meng B.C.C.; Ngah U.K.; Khoo B.E.; Shuaib I.L.; Aziz M.E.
Published: (2015)

Evaluation of k-modes-type algorithms for clustering Y-short tandem repeats data
by: Seman A.; Bakar Z.A.; Isa M.N.
Published: (2012)

Occupational noise exposure and the effects on blood pressure of grass-cutting workers
by: Kamaruzzaman A.; Ibrahim T.A.; Sulaiman F.R.; Ismail I.
Published: (2021)

Signal-to-noise ratio study on pipelined fast fourier transform processor
by: Hassan S.L.M.; Sulaiman N.; Shariffudin S.S.; Yaakub T.N.T.
Published: (2018)

LAPLACIAN-BASED BLUR DETECTION ALGORITHM FOR DIGITAL BREAST TOMOSYNTHESIS IMAGES IN IMPROVING BREAST CANCER DETECTION
by: Harron N.A.; Sulaiman S.N.; Osman M.K.; A. Karim N.K.; Isa I.S.
Published: (2023)

Spatio-Temporal Modelling of Noise Pollution
by: Napi N.N.L.M.; Zainal M.H.; Abdullah S.; Dom N.C.; Mansor A.A.; Ahmed A.N.; Ismail M.
Published: (2021)

Comparison study of the MRI shoulder PROPELLER technique with differential image quality by variation of shoulder coils
by: Ab Hamid M.K.M.; Zakaria Mahmod F.; Supar R.; Mohd Z.
Published: (2024)

A comparative study on low noise precision difet operational amplifier and low noise operational amplifier for potentiometric transduction circuit
by: Abdullah M.F.; Adnan M.A.; Aziz M.G.A.; Hussein Z.; Noor M.H.M.; Azman K.A.; Madzhi N.K.
Published: (2013)

A comparison study of clustering algorithms in grouping microarray data
by: Zin S.H.H.M.; Moktar B.
Published: (2024)

Modelling foreign exchange rates: A comparison between Markov-switching and Markov-switching GARCH
by: Amin Nunian M.A.; Zahari S.M.; Radiah Shariff S.S.
Published: (2020)

Tocotrienol Rich Fraction Supplementation Modulate Brain Hippocampal Gene Expression in APPswe/PS1dE9 Alzheimer's Disease Mouse Model
by: Nasri W.N.W.; Makpol S.; Mazlan M.; Tooyama I.; Ngah W.Z.W.; Damanhuri H.A.
Published: (2019)

Exploring Spatial and Temporal based Clustering Algorithm for Forest Fire Event Identification
by: Syahputra M.E.; Jailani R.; Kemala A.P.; Fitrianah D.
Published: (2023)

Modifications of 4253HT Smoother in Extracting Signal from Noise
by: Mohamed A.S.T.; Adnan N.I.M.; Razali F.A.; Wahid S.N.S.; Husain Q.N.
Published: (2024)

An observation of noise intervention into acoustic emission signal on concrete structure
by: Md Nor N.; Muhamad Bunnori N.; Ibrahim A.; Shahidan S.; Saliah S.N.M.
Published: (2011)

Paraspinal back muscles in asymptomatic volunteers: Quantitative and qualitative analysis using computed tomography (CT) and magnetic resonance imaging (MRI)
by: Khil E.K.; Choi J.-A.; Hwang E.; Sidek S.; Choi I.
Published: (2020)

Software module clustering based on the fuzzy adaptive teaching learning based optimization algorithm
by: Zamli K.Z.; Din F.; Ramli N.; Ahmed B.S.
Published: (2019)

ASSESSMENT OF ROAD TRAFFIC NOISE IN SELECTED URBAN RESIDENTIAL AND CONSTRUCTION AREAS
by: Faisal F.; Rahman N.A.; Kamal N.A.
Published: (2023)

Switching technique comparison for multi-phase inverters
by: Wan Abdul Munim W.N.; Ismail M.F.; Abidin A.F.; Che Mat Haris H.
Published: (2013)

Heuristic Evaluation of the Sport Analysis Application Interface; [Evaluación heurística de la interfaz de la aplicación de análisis deportivo]
by: Ihsan N.; Okilanda A.; Sepriadi; Farell G.; Zakaria J.B.; Shapie M.N.M.
Published: (2024)

Series Motor Four Quadrants Drive DC Chopper Controllers Noise Cancellation
by: Sazali M.S.; Arof S.; Mawby P.; Arof H.; Noorsal E.
Published: (2023)

Hanning’s Performance in 4253HT Smoother on Four Signals of Different Noise Levels
by: Mohamed A.S.T.; Adnan N.I.M.; Razali F.A.; Wahid S.N.S.; Husain Q.N.
Published: (2025)

Primary breast angiosarcoma: Utilisation of pre-surgical magnetic resonance imaging (mri) for accurate tumour characterization and planning – a case report and literature review
by: Ab Mumin N.; Rahmat K.; Hamid M.T.R.; Ng W.L.; Chan W.Y.; Cheah X.Y.; See M.H.; Yip C.H.
Published: (2021)