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基于模板聚类与综合的多模板快速定位算法
韦燕凤; 彭思龙,
Source Publication中国图象图形学报,
2004
Volume9(3)Issue:2004年03期Pages:314-317
Other AbstractAimed to loca ting all the insta nces of multiple templates in o ne image , a fast and mo re effec tiv e multiple templa tes locating alg orithms based o n clustering and synthesizing o f templa tes is pro po sed. This algo rithm can pro cess those m ultiple templates ev en if only some o f which a re similar to each o ther. But a ll the templa tes must be almost the same size. First, a hiera rchical clustering alg orithm with feedback is applied to cluster the templates into some ca teg o ries. In each categ or y a ma thema tical mo del is applied to sy nth esize the templates in it. And th us a mo th er template is constr ucted. Seco nd, the mo ther template of each ca teg o ry is used to sea rch and matching in the t ranslation space. And then the matched mo ther template is g uided to ch eck all the son templa tes. Edg e ma ps ar e ex tracted fo r clustering , synthesi zing , and matching. The par tial Ha usdor ff distance matching with fast algorithm is sug g ested fo r mo ther template searching and ma tching pro cedure. Our alg o rithm is tested w ith diffe rence multiple templates in integ rat ed circuit micro-imag es database. The r esults show tha t the scheme is efficie nt and effectiv e for the task of multiple templates matching and locating .
Keyword多模板定位 / 聚类与综合 / hausdorff距离 / hausdorff分数
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/12952
Collection智能制造技术与系统研究中心_多维数据分析
Corresponding Author韦燕凤
Recommended Citation
GB/T 7714
韦燕凤,彭思龙,. 基于模板聚类与综合的多模板快速定位算法[J]. 中国图象图形学报,,2004,9(3)(2004年03期):314-317.
APA 韦燕凤,&彭思龙,.(2004).基于模板聚类与综合的多模板快速定位算法.中国图象图形学报,,9(3)(2004年03期),314-317.
MLA 韦燕凤,et al."基于模板聚类与综合的多模板快速定位算法".中国图象图形学报, 9(3).2004年03期(2004):314-317.
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