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哈尔滨工业大学 空间光学工程研究中心,黑龙江 哈尔滨,150001
收稿日期:2016-01-08,
修回日期:2016-03-04,
纸质出版日期:2016-06-25
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智喜洋, 张树青, 张伟等. TDICCD相机平台振动所致的MTF空间移变降质[J]. 光学精密工程, 2016,24(6): 1432-1438
ZHI Xi-yang, ZHANG Shu-qing, ZHANG Wei etc. MTF space-variant blurring resulted from platform vibration of TDICCD camera[J]. Editorial Office of Optics and Precision Engineering, 2016,24(6): 1432-1438
智喜洋, 张树青, 张伟等. TDICCD相机平台振动所致的MTF空间移变降质[J]. 光学精密工程, 2016,24(6): 1432-1438 DOI: 10.3788/OPE.20162406.1432.
ZHI Xi-yang, ZHANG Shu-qing, ZHANG Wei etc. MTF space-variant blurring resulted from platform vibration of TDICCD camera[J]. Editorial Office of Optics and Precision Engineering, 2016,24(6): 1432-1438 DOI: 10.3788/OPE.20162406.1432.
卫星振动不仅会引起TDI(Time Delay and Integration)CCD相机像元采样的不规则性,还会引起像元弥散斑空间分布的不一致性,导致图像传递函数(Modulation Transfer Function,MTF)产生空间变化,从而制约高分辨率图像振动复原质量。本文从卫星振动对TDICCD相机推扫成像采样过程的作用机理出发,结合理论推导与仿真研究,得到了平台振动引起的图像空间移变降质及表征方法。然后在振动复原模型的基础上,推导得出MTF空间移变降质对复原处理误差的影响,并基于实际卫星图像开展了复原实验。实验结果表明:当振动所致图像MTF空间移变降质小于15%时,复原处理后的图像与理想图像的结构相似度优于0.95,而且处理误差所导致的图像失真不影响判读质量。
The satellite vibration could not only result in the irregularity of pixel sampling of TDI(Time Delay and Integration)CCD camera and the inconsistency of spatial distribution of pixel disc of confusion
but also could make the Modulation Transfer Function (MTF)of image generate space variation caused hereby. Consequently
the restoration quality by vibration of high-definition image may be limited. Starting with the action mechanism of satellite vibration on sampling process of push-scanning image by TDICCD camera and combined with theoretical derivation and simulation research
this paper obtained the blurring and characterization methods of space variance of image resulted from platform vibration. Then
based on restoration model of vibration
the influences of MTF space-variant blurring on restoration processing errors were deduced and obtained. In addition
according to the actual satellite image
the restoration experiment was carried out. The experimental results indicate that: when the MTF space-vibrant blurring of image is lower than 15%
because of vibration
the structural similarity between image which has been treated by restoration and ideal image may be superior to 0.95
and the image distortion caused by processing error may not impact interpretation quality.
RINGABY E, FRIMAN O, FORSSÉn P E, et al.. Anisotropic scattered data interpolation for pushbroom image rectification [J]. IEEE Transactions on Image Processing, 2014, 23(5): 2302-2314.
STERN A, KOPEIKA N S. Optical transfer function analysis of images blurred by non-harmonic vibrations characterized by their power spectrum density [J]. J. Opt. Soc. Am. A, 1999, 16(9): 2200-2208.
智喜洋, 张伟, 李立源,等. 卫星振动引起的非规则采样降质图像复原方法[J]. 哈尔滨工业大学学报, 2014, 46 (9): 9-14. ZHI X Y, ZHANG W, LI L Y, et al.. Restoration of irregularly sampled image degradation due to satellite vibrations[J]. Journal of Harbin Institute of Technology, 2014, 46(9): 9-14.
ZHI X Y, HOU Q Y, SUN X, et al.. Degradation and restoration of high resolution TDICCD imagery due to satellite vibrations[C]. International Symposium on Optoelectronic Technology and Application 2014:International Society for Optics and Photonics, 2014: 93012I-1-93012I-8.
姜博, 葛明锋, 刘敏,等. 面阵航空相机的图像稳定技术研究[J]. 红外与激光工程, 2014, 43(10): 3467-3473. JIANG B, GE M F, LIU M, et al.. Research on image stabilization technology of area-array aerial camera[J]. Infrared and Laser Engineering, 2014, 43(10): 3467-3473.
智喜洋, 张伟, 侯晴宇, 等. 基于空不变图像复原的光学遥感成像系统优化[J]. 光学 精密工程, 2015, 23(5): 1490-1497. ZHI X Y, ZHANG W, HOU Q Y, et al.. Optimization for optical remote sensing imaging system based on space-invariant image restoration [J]. Opt. Precision Eng., 2015, 23(5):1490-1497.
吕恒毅, 李祥之, 韩诚山,等. 遥感相机静态调制传递函数的地面测试原理[J]. 液晶与显示, 2015, 30(5): 851-856. LV H Y, LI X ZH, HAN CH SH, et al.. Principle of static modulation transfer function measurement for remote sensing cameras[J]. Chinese Journal of Liquid Crystals and Displays, 2015, 30(5): 851-856.
YANG H L, HUANG P H, LAI S H. A novel gradient attenuation Richardson-Lucy algorithm for image motion deblurring[J]. Signal Processing, 2014, 103:399-414.
HAGHSHENAS J. Effects of satellite platform's vibrations on the image quality of a remote sensing payload: system level design and challenges[C].SPIE Optical Systems Design-International Society for Optics and Photonics, 2015, 96262P.1-14.
GRÕCHENIG K, STROHMER T. Numerical and Theoretical Aspects of Nonuniform Sampling of Band-Limited Images[M]. Nonuniform Sampling, Springer US, 2001: 283-324.
CHEN H C, WANG W J. Locally edge-adapted distance for image interpolation based on genetic fuzzy system [J]. Expert Systems with Applications, 2010, 37(1): 288-297.
孟伟, 金龙旭, 李国宁,等. 调制传递函数在遥感图像复原中的应用[J]. 红外与激光工程, 2014, 43(5): 1690-1696. MENG W, JIN L X, LI G N, et al.. Application of MTF in remote sensing image restoration[J]. Infrared and Laser Engineering, 2014, 43(5): 1690-1696.
VAZQUEZ C, DUBOIS E, KONRAD J. Reconstruction of nonuniformly sampled images in spline spaces[J].IEEE Transactions on Image Processing, 2005, 14(6): 713-725.
付天骄, 张立国, 王文华, 等. 空间相机图像复原的实时处理[J]. 光学 精密工程, 2015, 23(4): 1122-1130. FU T J, ZHANG L G, WANG W H, et al.. Real-time processing of image restoration for space camera[J]. Opt. Precision Eng., 2015, 23(4): 1122-1130.
HOLST G C. Electro-optical Imaging System Performance[M]. Washington: Winter Park, Florida and SPIE press, 2003.
WULICH D, KOPEIKA N S. Image resolution limits resulting from mechanical vibrations[J]. Optical Engineering, 1987, 26(6): 529-533.
HADAR O, FISHER M, KOPEIKA N S. Image resolution limits resulting from mechanical vibrations. Part III: numerical calculation of modulation transfer function[J]. Optical Engineering, 1992, 21(3):581-589.
CHAMBOLLE A. An algorithm for total variation minimization and applications[J]. Math. Imaging Vision, 2004, 20: 89-97.
WANG Z, BOVIK A C, SHEIKH H R. Image quality assessment: From error visibility to structural similarity[J]. Image Processing, 2004, 13(4): 600-612.
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