A no a priori knowledge estimation of the impulse response for satellite image noise reduction

被引:3
|
作者
Benbouzid, A. B. [1 ,2 ]
Taleb, N. [2 ]
机构
[1] Ibn Rochd USTO, Ctr Dev Satellites, Oran 31130, Algeria
[2] Djillali Liabes Univ Sidi Bel Abbes, Reseaux Commun Architecture & Multimedia Lab, Sidi Bel Abbes 22000, Algeria
关键词
Satellite imaging; Impulse response; Noise; Blind deconvolution; MODULATION TRANSFER-FUNCTION; EDGE METHOD; MTF;
D O I
10.1016/j.asr.2015.01.009
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
Due to launching vibrations and space harsh environment, high resolution remote sensing satellite imaging systems require permanent assessment and control of image quality, which may vary between ground pre-launch measurements, after launch and over satellite lifetime. In order to mitigate noise, remove artifacts and enhance image interpretability, the Point Spread Function (PSF) of the imaging system is estimated. Image deconvolution can be performed across the characterization of the actual Modulation Transfer Function (MTF) of the imaging system. In this work we focus on adapting and applying a no reference method to characterize in orbit high resolution satellite images in terms of geometrical performance. Moreover, we use natural details contained in images as edges transitions to estimate the impulse response via the assessment of the MTF image. The obtained results are encouraging and promising. (C) 2015 COSPAR. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:1885 / 1900
页数:16
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