Restoration of Hyperspectral Remote Sensing Image Based on MTF

被引:0
作者
Wu Wenbin [1 ]
Zhao Xuejun [2 ]
机构
[1] Beijing Univ Posts & Telecommun, Beijing 100088, Peoples R China
[2] China Univ Min & Technol, Beijing, Peoples R China
来源
2012 INTERNATIONAL SYMPOSIUM ON INFORMATION SCIENCE AND ENGINEERING (ISISE) | 2012年
关键词
Hyperspectral Remote Sensing Image; Modulation Transfer Function(MTF); Image Restoration; Wiener Filter;
D O I
10.1109/ISISE.2012.106
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Due to the effect of atmosphere, optics, detector and satellite motion etc, remote sensing images were often degenerated. Image restoration technology can improve image quality and interpretation capability. This paper summarized how to use edge method to measure the MTF of hyperspectral remote sensing image step by step, including the theory of edge method and the measure. It introduced the way of wiener filter and analyzed the mean, variance, entropy, average gradient, edge energy. Experimental results indicate that the quality of the image restoration based on MTF has obviously improved, and achieved good restoration results.
引用
收藏
页码:445 / 448
页数:4
相关论文
共 9 条
[1]  
Fen Chen, 2006, IMAGE RESTORATION PR
[2]  
Feng Zhang, 2005, CALCULATION MTF VALU
[3]  
Greer P. B., 2000, MED PHYS, V27
[4]  
Kohm K., 2004, P ASPRS 200 IN PRESS
[5]  
[李盛阳 Li Shengyang], 2005, [遥感学报, Journal of Remote Sensing], V9, P475
[6]  
Luxen Marc, CHARACTERIZING IMAGE
[7]  
Patra K, IMAGE QUALITY IMPROV
[8]  
Wu Junzhao, 2007, REMOTE SENSING APPL, V3, p49~53
[9]  
Yang Guopeng, 2008, SURV MAPP, V10, P1