Finite mixture model and its EM algorithm for line-type image patterns

	Finite mixture model and its EM algorithm for line-type image patterns
	Ge Yong
	2007
关键词	Algorithms Image analysis Image processing Linear regression Probability density function Statistics
英文摘要	A finite mixture model for identification is presented in order to recognize image patterns which can be characterized by regression models. The model consists of a finite number of regression classes, for each of them the model error may normal or arbitrary under certain conditions. The EM algorithm is constructed to estimate parameters of linear regression classes, and it can be generalized to high dimension cases.
出处	Jisuanji Xuebao/Chinese Journal of Computers
卷	30 期:2 页:288-296
收录类别	EI
语种	英语
内容类型	EI期刊论文
源URL	[http://ir.igsnrr.ac.cn/handle/311030/24699]
专题	地理科学与资源研究所_历年回溯文献
推荐引用方式 GB/T 7714	Ge Yong. Finite mixture model and its EM algorithm for line-type image patterns. 2007.