多源图像融合质量的综合评价体系研究

被引:1
作者
李伟
机构
[1] 深圳信息职业技术学院软件工程系
关键词
图像融合; 性能评价; 小波变换;
D O I
暂无
中图分类号
TP391.41 [];
学科分类号
080203 ;
摘要
本文针对图像融合时存在的评价问题,深入地分析了图像融合质量的主观、定性评价和客观、定量评价的各种方法,并在此基础上提出了多源图像融合的综合评价体系。同时本文利用这一评价体系重点研究了基于小波变换的图像融合方法中分解层数对融合性能的影响问题,通过大量仿真实验得到了一些重要结论,这些结论对该方法在工程实际中的应用具有指导意义。
引用
收藏
页码:83 / 88
页数:6
相关论文
共 7 条
[1]  
Evaluation ofwavelet transform algorithms for multi-resolution image fusion. Muhammad S,Wachowicz M,de Carvalho L M T. Proceedings of the Fifth International Conference on InformationFusion . 2002
[2]  
Objective image fusion performance measure. Xydaes C,Petrovi V. Electronics Letters . 2000
[3]  
A Universal Image Quality Index. Zhou Wang,Bovik A C. IEEE Signal Processing Letters . 2002
[4]  
A Comparative Analysis of Image Fusion Methods. W. Zhijun,Z. Djemel,and A. Costas,et al. IEEE Transactions on Geoscience and Remote Sensing . 2005
[5]  
Forest Variable Estimation from Fusion of SAR and Multispectral Optical Data. M. Moghaddam,J. L. Dungan,and S. Acker. IEEE Transactions on Geoscience and Remote Sensing . 2002
[6]  
New Quality Measures for Image Fusion. G. Piella. Proceedings of the 7th International Conference on Information Fusion (Fusion 2004), International Society of Information Fusion (ISIF), Stockholm, Sweden . 2004
[7]  
Wavelet-based Image Fusion and Quality Assessment. Wenzhong Shi,ChangQing Zhu,and Yan Tian,et al. International Journal of Applied Earth Observation and Geoinformation . 2005