Estimated radiation dose reduction using non-linear diffusion method in computed radiography

MG Sánchez, B Juste, V Vidal, G Verdú… - … Conference of the …, 2012 - ieeexplore.ieee.org
… to reduce doses in images taken from X-ray CR through a non-linear Gaussian filter. We have
… For future works, we will analyze the use of an anisotropic or ball-scale filtering, in order to …

[PDF][PDF] Deepcovidexplainer: Explainable covid-19 predictions based on chest x-ray images

M Karim, T Döhmen, D Rebholz-Schuhmann… - arXiv preprint arXiv …, 2020 - saira.eco
… (HGE), Perona-Malik filter (PMF), and … diffusion coefficient c(.) and gradient threshold K are
separate [16]. As a non-linear anisotropic diffusion model, PMF smoothens noisy images θ(x,y…

Artificial intelligent techniques applied for detection COVID-19 based on chest medical imaging

NA Alwash, HK Khleaf - … Computing Electronics and Control), 2022 - telkomnika.uad.ac.id
… cancellation technology using anisotropic filtering gave the best … [20] this research used
X-ray image using siamese … CT image are removed and that anisotropic filter is applied to the …

A novel contrast equalization method for chest radiograph

M Zhang, X Mou, Y Long - Medical Imaging 2006: Image …, 2006 - spiedigitallibrary.org
… or print ready processing of x-ray chest radiograph based on a … The third one is based on
anisotropic nonlinear diffusion equation… Hence we modified this filter kernel for better image

X-ray image enhancement based on nonsubsampled shearlet transform and gradient domain guided filtering

T Zhao, SX Zhang - Sensors, 2022 - mdpi.com
… , which is poor in representing anisotropic singular features in images. Ostojié et al. [24] …
The high-frequency sub-bands use gradient-domain guided filtering to filter out image noise …

A comprehensive physical image quality evaluation of a selenium based digital xray imaging system for thorax radiography

JH Launders, SM Kengyelics, AR Cowen - Medical physics, 1998 - Wiley Online Library
… existing x-ray image acquisition systems the noise is neither isotropic nor … filter, so the
shape of the spectra will also be filtered by the high-frequency enhancement. Most x-ray imaging

Privacy-Centric Multi-Class Detection of COVID 19 through Breathing Sounds and Chest X-Ray Images: Blockchain and Optimized Neural Networks

AL Thandu, G Pradeepini - IEEE Access, 2024 - ieeexplore.ieee.org
Anisotropic diffusion, also known as Perona-Malik filtering, … anisotropic diffusion to the input
image to reduce noise while preserving edges. Anisotropic Diffusion aims to improve image

Using Deep Learning for pneumonia Recognition from Chest X-Ray Images

MK Abid, M Qadir, M Alam, MA Khan - Technical Journal, 2024 - tj.uettaxila.edu.pk
… of pneumonia from chest X-ray images using Convolutional … on a dataset of 5,863 X-ray
images classified as pneumonia or … and accurately analyzing X-ray images. Despite multiple …

CXGNet: A tri-phase chest X-ray image classification for COVID-19 diagnosis using deep CNN with enhanced grey-wolf optimizer

A Gopatoti, P Vijayalakshmi - Biomedical signal processing and control, 2022 - Elsevier
… enhanced while noise is reduced via anisotropic diffusion resampling. The edge information…
, the input image or matrix is denoted by, the 2D filter is denoted by with as the filter size, and …

[PDF][PDF] Medical image enhancement with Hybrid filters

W Qian - MEDICAL IMAGING, 2000 - researchgate.net
filter and wavelet transform because the detection of these structures presents a significant
challenge to the performance of X-ray imaging sensors and imageanisotropic diffusion, and …