An improved attentive residue multi-dilated network for thermal noise removal in magnetic resonance images

B Jiang, T Yue, X Hu - Image and Vision Computing, 2024 - Elsevier
Magnetic resonance imaging (MRI) technology is crucial in the medical field, but the thermal
noise in the reconstructed MR images may interfere with the clinical diagnosis. Removing …

Denoising of 3D Magnetic resonance images based on balanced low-rank tensor and nonlocal self-similarity

X Liu, J He, P Gao, B Abdelmounim, F Lam - Biomedical Signal Processing …, 2024 - Elsevier
Magnetic resonance imaging (MRI) has been a premier clinical imaging modality, but the
imaging data are often corrupted by noise, which can significantly affect their clinical utility …

Analysis of different filters for noise reduction in images

B Dhruv, N Mittal, M Modi - 2017 Recent Developments in …, 2017 - ieeexplore.ieee.org
Reducing noise from images still prevails as a challenge in the field of image processing.
Image processing proves to be very successful in allowing an extensive range of algorithms …

A review of nonlinear image-denoising techniques

AM Abdalla, MS Osman… - 2018 Second World …, 2018 - ieeexplore.ieee.org
This paper discusses different nonlinear techniques for removing noise from images; ie,
image denoising. These techniques differ in terms of algorithm design, purpose …

Removal of noise in MRI images using a block difference‐based filtering approach

I Nagarajan, GG Lakshmi Priya - International Journal of …, 2020 - Wiley Online Library
Magnetic resonance imaging (MRI) images are frequently sensitive to certain types of noises
and artifacts. The denoising of MRI images is essential for improving visual quality and …

Thermal Noise Removal of Magnetic Resonance Images: A Deep Learning Approach Based on an Attentive Residue Multi-Dilated Network with Adaptive Filtering and …

B Jiang, T Yue, X Hu - 2023 International Joint Conference on …, 2023 - ieeexplore.ieee.org
Magnetic resonance imaging (MRI) has been applied in various fields, especially for the
medical purposes. However, fine details and smooth areas of some critical patterns in an …

Comparative Analysis of Noise Reduction Filters for Medical Images

L Kumari, N Mittal, M Modi - 2024 Fourth International …, 2024 - ieeexplore.ieee.org
For image acquittions and transmission various noises may be introduced, this degrades the
visionary properties of images. The noise removal is a crucial and Fundamental step in …

New method for detecting and removing random-valued impulse noise from images

PA Lyakhov, AR Orazaev - Computer Optics, 2023 - mathnet.ru
The paper proposes a method for detecting and removing impulse noise in images, which
determines the similarity between pixels by distance and the difference in brightness values …

[HTML][HTML] Новый метод обнаружения и устранения случайнозначного импульсного шума на изображениях

ПА Ляхов, АР Оразаев - Компьютерная оптика, 2023 - cyberleninka.ru
В работе предложен метод детектирования и последующего устранения импульсного
шума на изображениях, в котором вводится понятие сходства между пикселями как …

Improved denoising technique for medical MRI brain images

P Parmar, A Sharma, AK Sahu - 2018 International Conference …, 2018 - ieeexplore.ieee.org
In today's scenario there is a wide scope in the field of Image Denoising as the demand of
noise free images are continuously increasing in this era. It is an important division of Image …