Simulation and Experimental Studies of Optimization of σ-Value for Block Matching and 3D Filtering Algorithm in Magnetic Resonance Images

In this study, we optimized the σ-values of a block matching and 3D filtering (BM3D) algorithm to reduce noise in magnetic resonance images. Brain T2-weighted images (T2WIs) were obtained using the BrainWeb simulation program and Rician noise with intensities of 0.05, 0.10, and 0.15. The BM3D algori...

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Vydáno v:	Applied sciences Ročník 13; číslo 15; s. 8803
Hlavní autoři:	Park, Minji, Kang, Seong-Hyeon, Kim, Kyuseok, Lee, Youngjin
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Basel MDPI AG 01.07.2023
Témata:	Algorithms brain T2 weighted image Comparative analysis Gamma rays Magnetic fields magnetic resonance image Magnetic resonance imaging Medical imaging Medical imaging equipment Methods Noise control noise reduction algorithm Optimization optimization of block matching and 3D filtering algorithm quantitative evaluation of image qualities Radiation Random variables Rician noise Values Video compression Wavelet transforms
ISSN:	2076-3417, 2076-3417
On-line přístup:	Získat plný text
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