文章基本信息

标题：Noise Reduction in Magnetic Resonance Images using Wave Atom Shrinkage
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作者：Mr. J.Rajeesh ; Mr. R.S.Moni ; Associate Professor S.Palanikumar 等
期刊名称：International Journal of Image Processing (IJIP)
电子版ISSN：1985-2304
出版年度：2010
卷号：4
期号：2
页码：131-141
出版社：Computer Science Journals
摘要：De-noising is always a challenging problem in magnetic resonance imaging and important for clinical diagnosis and computerized analysis, such as tissue classification and segmentation. It is well known that the noise in magnetic resonance imaging has a Rician distribution. Unlike additive Gaussian noise, Rician noise is signal dependent, and separating signal from noise is a difficult task. An efficient method for enhancement of noisy magnetic resonance image using wave atom shrinkage is proposed. The reconstructed MRI data have high Signal to Noise Ratio (SNR) compared to the curvelet and wavelet domain de-noising approaches.
关键词：De-noising; Gaussian noise; Magnetic Resonance Images; Rician noise; Wave Atom Shrinkage