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多分辨率图像融合的研究与发展
引用本文:王 宏,敬忠良,李建勋.多分辨率图像融合的研究与发展[J].控制理论与应用,2004,21(1):145-151.
作者姓名:王 宏  敬忠良  李建勋
作者单位:上海交通大学,电子信息与电气工程学院,航空航天信息与控制研究所,上海,200030
基金项目:国家863计划项目(2001AA135091); 上海市数字城市空间科技攻关重大项目(02DZ15001); 航空科技创新基金项目(02D57003); 国家教育部科学技术研究重点项目(01072); 博士点特殊基金项目(20020248029).
摘    要:本文系统综述了多分辨率图像融合算法的发展历程和理论研究.首先论述了多分辨率图像融合算法的基本原理及发展状况;然后给出了多分辨率图像融合中的几种典型算法,并做了较详细的分析与讨论;最后对多分辨率图像融合存在的问题及其发展做了探讨.

关 键 词:图像融合    多分辨率分析    金字塔结构
文章编号:1000-8152(2004)01-0145-07
收稿时间:2002/9/17 0:00:00
修稿时间:2003/5/29 0:00:00

Research and development of multiresolution image fusion
WANG Hong,JING Zhong-liang,LI Jian-xun.Research and development of multiresolution image fusion[J].Control Theory & Applications,2004,21(1):145-151.
Authors:WANG Hong  JING Zhong-liang  LI Jian-xun
Affiliation:Institute of Aerospace Information and Control, School of Electrical and Information Technology, Shanghai Jiao Tong University, Shanghai 200030, China
Abstract:An overview of the history and theory for multiresolution image fusion approaches was presented. First, the principle and development of the multiresolution image fusion approaches was given. Then, several typical algorihtms, including the pyramid transform, the wavelet transform and wavelet frame transform, and the fusion rules of form classical pixel-based schemes to region-based schemes were discussed and analyzed. Finally, the disadvantages and development trend of the multiresolution image fusion approaches were presented according to multiresolution decompositions, fusion rules and evaluation criteria of the fusion results.
Keywords:image fusion  multiresolution analysis  pyramid structure
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