%0 Journal Article
%T Study on Application,Approach and Concept of DMN in Image Processing<br>马尔科夫网的概念、方法及其在图像处理中应用
%A CAO Jian-nong~
%A <br>曹建农
%A 李德仁
%A 关泽群
%J 中国图象图形学报
%D 2005
%I 
%X The paper studies concept and approach of decomposable Markov network(DMN).Unlike previous studies on DMN,our method directly employs the construct of DMN as the evidence of inference or for problem solving,and enlarges application range of DMN's concept and approach.It analyses DMN's role and importance in spatial data mining,and deeply investigates several score metrics used in constructing DMN between multi-bands remote sensing images,so as to interpret the result of fusion in them,and realizes optimal fusion of bands.Another example of the factual video images with traffic rule violation is also investigated by novel concept of DMN's graininess.Several graininess(nodes) are used to construct DMN between video images for detecting abnormality in them.Hence, the vehicle of traffic peccancy is located and traced.The result of video image simulation shown that our method is feasible and effective.The researches indicate that the DMN may reveal abstract adjacent relations existed in spatial data;and the network itself has capabilities of showing knowledge.
%K decomposable markov network
%K multi-bands remote
%K target detection
%K probability distance
%K spatial data mining<br>可分解马尔科夫网
%K 多波段遥感
%K 目标检测
%K 概率距离
%K 空间数据挖掘
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=D06194629680C940ACE75262F54B9D85&aid=82195518EEE2E8EF&yid=2DD7160C83D0ACED&vid=F3090AE9B60B7ED1&iid=5D311CA918CA9A03&sid=384C451D3BE0C38C&eid=29C36F017AD88B64&journal_id=1006-8961&journal_name=中国图象图形学报&referenced_num=0&reference_num=43