A review on CT image noise and its denoising

M Diwakar, M Kumar - Biomedical Signal Processing and Control, 2018 - Elsevier
CT imaging is widely used in medical science over the last decades. The process of CT
image reconstruction depends on many physical measurements such as radiation dose …

CT image denoising using NLM and correlation‐based wavelet packet thresholding

M Diwakar, M Kumar - IET Image Processing, 2018 - Wiley Online Library
The impact of radiation dose is directly related to the quality of computed tomography (CT)
images. Low‐dose CT images are degraded with the noise and other factors. Noise …

Wavelet based noise reduction in CT-images using correlation analysis

A Borsdorf, R Raupach, T Flohr… - IEEE transactions on …, 2008 - ieeexplore.ieee.org
The projection data measured in computed tomography (CT) and, consequently, the slices
reconstructed from these data are noisy. We present a new wavelet based structure …

Medical image denoising using adaptive fusion of curvelet transform and total variation

HS Bhadauria, ML Dewal - Computers & Electrical Engineering, 2013 - Elsevier
In medical images noise and artifacts are introduced due to the acquisition techniques and
systems. Due to the noise present in the medical images, experts may not be able to draw …

CT image denoising using NLM and its method noise thresholding

M Diwakar, P Kumar, AK Singh - Multimedia Tools and Applications, 2020 - Springer
Computed Tomography (CT) is one of the major tools to identify diagnose in medical
science. The quality of CT images is dependent of X-ray amount. If X-ray dose is higher, the …

A review on medical image denoising algorithms

SVM Sagheer, SN George - Biomedical signal processing and control, 2020 - Elsevier
Over the past two decades, medical imaging and diagnostic techniques have gained
immense attraction due to the rapid development in computing, internet, data storage and …

A review on CT and X-ray images denoising methods

D Thanh, P Surya - Informatica, 2019 - informatica.si
In medical imaging systems, denoising is one of the important image processing tasks.
Automatic noise removal will improve the quality of diagnosis and requires careful treatment …

A complete review on image denoising techniques for medical images

A Kaur, G Dong - Neural Processing Letters, 2023 - Springer
Medical imaging methods, such as CT scans, MRI scans, X-rays, and ultrasound imaging,
are widely used for diagnosis in the healthcare domain. However, these methods are often …

[PDF][PDF] Noise issues prevailing in various types of medical images

B Goyal, S Agrawal, BS Sohi - Biomedical & Pharmacology Journal, 2018 - academia.edu
The current literature documents a plethora of image denoising techniques in the fields of
medical imaging, remote sensing, biometrics, surveillance and vegetation mapping …

Brief review of image denoising techniques

L Fan, F Zhang, H Fan, C Zhang - Visual Computing for Industry …, 2019 - Springer
With the explosion in the number of digital images taken every day, the demand for more
accurate and visually pleasing images is increasing. However, the images captured by …