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 …

Adaptive nonlocal means filtering based on local noise level for CT denoising

Z Li, L Yu, JD Trzasko, DS Lake, DJ Blezek… - Medical …, 2014 - Wiley Online Library
Purpose: To develop and evaluate an image‐domain noise reduction method based on a
modified nonlocal means (NLM) algorithm that is adaptive to local noise level of CT images …

Optimizing non-local means for denoising low dose CT

ZS Kelm, D Blezek, B Bartholmai… - 2009 IEEE International …, 2009 - ieeexplore.ieee.org
Due to the rapid increase in use of CT imaging and the recently-heightened awareness of
radiation-induced cancer, improving the diagnostic quality of low dose CT has become …

Low-Dose Computed Tomography Image Denoising with Variance-Stabilizing Transformation and Noise Variance Estimation

W Zhang, B Mao, X Chen, L Wang… - Journal of Medical …, 2016 - ingentaconnect.com
Computed tomography (CT) delivers a dose of radiation to the patient, presenting an
important risk. However, reducing the radiation dose can introduce noise into CT images. To …

[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 …

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) …

Adaptive non‐local means on local principle neighborhood for noise/artifacts reduction in low‐dose CT images

Y Zhang, H Lu, J Rong, J Meng, J Shang… - Medical …, 2017 - Wiley Online Library
Purpose Low‐dose CT (LDCT) technique can reduce the x‐ray radiation exposure to
patients at the cost of degraded images with severe noise and artifacts. Non‐local means …

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 …

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 …

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 …