Denoising of Nifti (MRI) Images with a Regularized Neighborhood Pixel Similarity Wavelet Algorithm

Denoising of Nifti (MRI) Images with a Regularized Neighborhood Pixel Similarity Wavelet Algorithm

The recovery of semantics from corrupted images is a significant challenge in image processing. Noise can obscure features, interfere with accurate analysis, and bias results. To address this issue, the Regularized Neighborhood Pixel Similarity Wavelet algorithm (PixSimWave) was developed for denois...

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Bibliographic Details
Main Authors: Romoke Grace Akindele, Ming Yu, Paul Shekonya Kanda, Eunice Oluwabunmi Owoola, Ifeoluwapo Aribilola
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Sensors
Subjects:
magnetic resonance imaging (MRI)
Gaussian noise
Rician noise
regularized pixel 16 detection
wavelet transform
denoising
Online Access:https://www.mdpi.com/1424-8220/23/18/7780

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