强激光与粒子束2011，Vol.23Issue(9)：2495-2498,4.DOI:10.3788/HPLPB20112309.2495
基于贝叶斯准则的闪光照相图像重建
Reconstruction of flash radiographic image based on Bayesian approach
摘要
Abstract
A reconstruction algorithm is proposed for flash radiographic image with low signal-to-noise ratio. The algorithm is based on Bayesian principle, and uses smoothness constraint to handle the blurring effects caused by the X-ray source of radiography and imaging device. It is implemented with rcgularization schemes for performing tomographic image reconstruction from a single noisy projection. Numerical experimental results show that, in comparison with the conventional algebraic reconstruction technique, the algorithm has stronger ability of noise removal and edge preservation.关键词
闪光照相/图像处理/图像重建/贝叶斯准则Key words
radiography/ image processing/ image reconstruction/ Bayesian principle分类
信息技术与安全科学引用本文复制引用
管永红,王鹏来,景越峰..基于贝叶斯准则的闪光照相图像重建[J].强激光与粒子束,2011,23(9):2495-2498,4.基金项目
国家自然科学基金项日(61007065) （61007065）
