一类广义的乘积型迭代算法
A GENERALIZED MULTIPLICATIVE ITERATIVE ALGORITHM FOR ECT
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摘要: 文中利用由Bregman函数构造的D偏差函数定义放射CT图象重建的投影数据与图象经数值投影得到的数据之间的偏差,由此构造出广义乘积型迭代式,发现ECT中的ML-EM,ISRA等算法都是本迭代式的特例.最后,将其中几种典型情况用于单光子放射CT(SPECT)图象重建,得到了优于ML-EM,ISRA算法的结果Abstract: A distortion ( D distortion) between the actual projection data of emission CT and the numerical projection data of image is defined using Bregman function.A generalized multiplicative iterative algorithm is constructed on the basis of such D distortion.It’s found that ML EM and ISRA algorithms of ECT are special instances of this algorithm.Some typical cases of the algorithm are utilized in SPECT image reconstruction from projection and many interesting results are obtained.
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