Usefulness Evaluation for Nonlocal Means Algorithm in Low-Dose Computed Tomography with Various Iterative Reconstruction Intensities and Kernels: A Pilot Study

C Song, Y Jin, J Shim, SH Kang, Y Lee - Applied Sciences, 2024 - mdpi.com
The aim of this study was to evaluate the application feasibility of the nonlocal means (NLM)
noise reduction algorithm in low-dose computed tomography (CT) images using an …

[PDF][PDF] A region-adaptive non-local denoising algorithm for low-dose computed tomography images

P Zhang, Y Liu, Z Gui, Y Chen, L Jia - Math. Biosci. Eng, 2023 - aimspress.com
Low-dose computed tomography (LDCT) can effectively reduce radiation exposure in
patients. However, with such dose reductions, large increases in speckled noise and streak …

Efficient low-dose CT denoising by locally-consistent non-local means (LC-NLM)

M Green, EM Marom, N Kiryati, E Konen… - Medical Image Computing …, 2016 - Springer
The never-ending quest for lower radiation exposure is a major challenge to the image
quality of advanced CT scans. Post-processing algorithms have been recently proposed to …

Total variation combining nonlocal means filtration for image reconstruction in X-ray computed tomography

A Cai, Y Wang, X Zhong, X Yu, Z Zheng… - Journal of X-ray …, 2022 - content.iospress.com
BACKGROUND: Image reconstruction for realistic medical images under incomplete
observation is still one of the core tasks for computed tomography (CT). However, the stair …

A constructive non-local means algorithm for low-dose computed tomography denoising with morphological residual processing

DC Lepcha, A Dogra, B Goyal, V Goyal, V Kukreja… - Plos one, 2023 - journals.plos.org
Low-dose computed tomography (LDCT) has attracted significant attention in the domain of
medical imaging due to the inherent risks of normal-dose computed tomography (NDCT) …

SR-NLM: a sinogram restoration induced non-local means image filtering for low-dose computed tomography

Z Bian, J Ma, J Huang, H Zhang, S Niu, Q Feng… - … Medical Imaging and …, 2013 - Elsevier
Radiation dose has raised significant concerns to patients and operators in modern X-ray
computed tomography (CT) examinations. A simple and cost-effective means to perform a …

Adaptive non-local means filtering based on local noise level for CT denoising

Z Li, L Yu, JD Trzasko, JG Fletcher… - … 2012: Physics of …, 2012 - spiedigitallibrary.org
Radiation dose from CT scans is an increasing health concern in the practice of radiology.
Higher dose scans can produce clearer images with high diagnostic quality, but may …

[HTML][HTML] Optimization of Fast Non-Local Means Noise Reduction Algorithm Parameter in Computed Tomographic Phantom Images Using 3D Printing Technology

H Kim, S Lim, M Park, K Kim, SH Kang, Y Lee - Diagnostics, 2024 - ncbi.nlm.nih.gov
Noise in computed tomography (CT) is inevitably generated, which lowers the accuracy of
disease diagnosis. The non-local means approach, a software technique for reducing noise …

Optimization of smoothing factor for fast non-local means algorithm in high pitch based low-dose computed tomography images with tin-filter

KH Seo, SH Kang, J Shim, Y Lee - Radiation Physics and Chemistry, 2023 - Elsevier
In this study, we applied the fast non-local means (FNLM) algorithm to high-pitch low-dose
computed tomography (CT) images using a tin-filter. This study was conducted via a …

Comparative study of two image space noise reduction methods for computed tomography: bilateral filter and nonlocal means

JCR Giraldo, ZS Kelm, LS Guimaraes… - … Conference of the …, 2009 - ieeexplore.ieee.org
Optimal noise control is important for improving image quality and reducing radiation dose in
computed tomography. Here we investigated two image space based nonlinear filters for …