期刊文献+

基于加权结构相似度的图像融合质量评价 被引量:5

An image fusion quality assessment based on structural similarity
下载PDF
导出
摘要 利用结构信息理论,提出了基于加权结构相似度的图像融合质量评价方法.该方法充分考虑了图像的结构信息和人眼的视觉特性,无需标准参考图像,可以为不同场合下选择不同的算法提供依据.不同融合算法的质量评价结果表明该方法是有效的. Applying the theory of structural information, quality assessment method of image fusion based on weighted structural similarity is presented. The assessment considers structural information of image and characteristics of human visual system. And it does not need the reference image, so can be used to choose the best algorithm in applications. The experiments of different image fusion algorithms demonstrate that it is an effective assessment of image fusion quality.
出处 《暨南大学学报(自然科学与医学版)》 CAS CSCD 北大核心 2007年第5期470-473,共4页 Journal of Jinan University(Natural Science & Medicine Edition)
基金 广东省自然科学基金资助课题(04010465)
关键词 结构相似度 图像融合质量评价 人眼视觉系统 structural similarity image fusion quality assessment human visual system
  • 相关文献

参考文献7

二级参考文献35

  • 1狄红卫,陈木生.一种自适应的多光谱图像与全光图像融合新方法[J].光子学报,2005,34(3):452-454. 被引量:9
  • 2胡良梅,高隽,何柯峰.图像融合质量评价方法的研究[J].电子学报,2004,32(F12):218-221. 被引量:100
  • 3李晖晖,郭雷,刘航.基于区域分割的遥感图像融合方法[J].光子学报,2005,34(12):1901-1905. 被引量:25
  • 4[1]Luo R C, Kay M G. Multisensor Integration And Fusion For Intelligent Machines And Systems. New Jersey: Ablex Publishing Corporation, 1995. 1~25
  • 5[2]Varshney P K. Multisensor data fusion. Electronics & Communication Engineering Journal, 1997,9(6):245~253
  • 6[3]Yocky D A. Image merging and data fusion by means of the discrete two-dimensional wavelet transform. Journal of Optical Society of America, 1995, 12(9):1834~1841
  • 7[4]Nunez J, Otazu X, Fors O, Prades A, Pala V, Arbiol R. Multiresolution-based image fusion with additive wavelet decomposition. IEEE Transactions on Geoscience and Remote Sensing, 1999,37(3):1204~1211
  • 8[5]Mallat S G. A theory for multiresolution signal decomposition: the wavelet representation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1989,11(7):674~693
  • 9[6]Mallat S G. A Wavelet Tour of Signal Processing. San Diego: Academic Press, 1998.302~310
  • 10[7]Campbell F W, Robson J. Application of Fourier analysis to the visibility of gratings. Journal of Physiology, 1968,197:551~556

共引文献342

同被引文献44

引证文献5

二级引证文献25

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部