共 11 条
[11]
Sundberg R., 1974, SCAND J STAT, V1, P49
An equivalence of the EM and ICE algorithm for exponential family
被引：41
作者：
Delmas, JP
机构：
[1] Département Signal et Image, Institut National Des Télécommunications, Evry
关键词：
D O I：
10.1109/78.640732
中图分类号：
TM [电工技术];
TN [电子技术、通信技术];
学科分类号：
0808 ;
0809 ;
摘要：
In this correspondence, we compare the expectation maximization (EM) algorithm with another iterative approach, namely, the iterative conditional estimation (ICE) algorithm, which was formally introduced in the field of statistical segmentation of images. We show that in case the probability density function (PDF) belongs to the exponential family, the EM algorithm is one particular case of the ICE algorithm.
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页码：2613 / 2615
页数：3
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