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.[点击复制]
WANG Hong, JING Zhong-liang, LI Jian-xun.Research and development of multiresolution image fusion[J].Control Theory and Technology,2004,21(1):145~151.[点击复制]
多分辨率图像融合的研究与发展
Research and development of multiresolution image fusion
摘要点击 2137  全文点击 2189  投稿时间:2002-09-17  修订日期:2003-05-29
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DOI编号  10.7641/j.issn.1000-8152.2004.1.030
  2004,21(1):145-151
中文关键词  图像融合  多分辨率分析  金字塔结构
英文关键词  image fusion  multiresolution analysis  pyramid structure
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).
作者单位
王 宏, 敬忠良, 李建勋 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 
中文摘要
      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.
英文摘要
      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.