Application of MTF in remote sensing image restoration

CORC > 长春光学精密机械与物理研究所 > 中国科学院长春光学精密机械与物理研究所 > 中科院长春光机所知识产出

	Application of MTF in remote sensing image restoration
	Meng W. ; Jin L. ; Li G. ; Fu Y.
刊名	Hongwai yu Jiguang Gongcheng/Infrared and Laser Engineering
	2014
卷号	43 期号:5 页码:1690-1696
ISSN号	ISBN/10072276
英文摘要	In order to solve the quality problem of remote sensing image degradation which is caused by fuzzy and noise in the process of push-broom full-color TDICCD space camera acquisition, transmission, and storage image, a new remote sensing image restoration method based on modulation transfer function (MTF) was proposed. The method in this paper restored point-spread function PSF by MTF, and took it as degradation model for image restoration. The ability of noise resisting of MTF extraction was raised in this paper via enhancing the local image by homomorphic filter algorithm before MTF extraction. Then by using the two times restoration method, MTF error which is caused by adding enhancement filter directly was avoided. Finally, the effect of remote sensing image restoration was evaluated by mean, contrast and edge strength. In experiments, the recovered image grayscale average increases 45%, average gradient is 3.5 times and the edge strength is 1.75 times greater than the values before restoration. And the area which is contained by MTF curves increases. The experimental results show that all above evaluation indexes are better than the original image. In conclusion, the image restoration algorithm of space TDICCD camera has certain reference significance in improving image quality.
收录类别	EI
语种	中文
公开日期	2015-05-27
内容类型	期刊论文
源URL	[http://ir.ciomp.ac.cn/handle/181722/43752]
专题	长春光学精密机械与物理研究所_中科院长春光机所知识产出
推荐引用方式 GB/T 7714	Meng W.,Jin L.,Li G.,et al. Application of MTF in remote sensing image restoration[J]. Hongwai yu Jiguang Gongcheng/Infrared and Laser Engineering,2014,43(5):1690-1696.
APA	Meng W.,Jin L.,Li G.,&Fu Y..(2014).Application of MTF in remote sensing image restoration.Hongwai yu Jiguang Gongcheng/Infrared and Laser Engineering,43(5),1690-1696.
MLA	Meng W.,et al."Application of MTF in remote sensing image restoration".Hongwai yu Jiguang Gongcheng/Infrared and Laser Engineering 43.5(2014):1690-1696.