【图像重建】基于布雷格曼迭代(bregman alteration)算法集合ART算法实现CT图像重建附matlab代码

本文介绍了基于布雷格曼迭代算法的ART方法在CT图像重建中的应用,结合Split Bregman(SB)进行图像去噪,通过仿真和实验数据展示了ART-SB方法相比传统ART的优势。提供了部分MATLAB代码。

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1 简介

Fluorescence diffuse optical tomography (fDOT) is a noninvasive imaging technique that makes it possible to quantify the spatial distribution of fluorescent tracers in small animals. fDOT image reconstruction is commonly performed by means of iterative methods such as the algebraic reconstruction technique (ART). The useful results yielded by more advanced l1-regularized techniques for signal recovery and image reconstruction, together with the recent publication of Split Bregman (SB) procedure, led us to propose a new approach to the fDOT inverse problem, namely, ART-SB. This method alternates a cost-efficient reconstruction step (ART iteration) with a denoising filtering step based on minimization of total variation of the image using the SB method, which can be solved

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