一种相位和强度保持图像去噪技术

J. Peter, V. Govindan
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引用次数: 2

摘要

本文探讨了非正交、复值、对数gabor小波去噪方法的问题,而不是更常见的正交或双正交小波。在复域对小波响应进行阈值处理可以确保图像中感知上重要的相位信息不被破坏。为了保留强度信息,将预处理后的图像与地图集图像的同一目标进行配准。该方法采用局部仿射、全局光滑的翘曲技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Phase and intensity preserved image denoising technique
This paper explores the issues of denoising methodology by non-orthogonal, complex valued, log-Gabor wavelets, rather than the more usual orthogonal or bi-orthogonal wavelets. Thresholding of wavelet responses in the complex domain allows one to ensure that perceptually important phase information in the image is not corrupted. And to preserve the intensity information, the preprocessed image is given into the process of image registration with the same object of its atlas image. This method used the locally affine but globally smooth warping techniques.
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