An algorithm to correct the degradation of interference spectral imaging caused by motion errors

Qiuyan Tang; Yi Tang; Xiaoyan Wang; Guoqiang Ni

doi:10.1117/12.900606

15 August 2011 An algorithm to correct the degradation of interference spectral imaging caused by motion errors

Qiuyan Tang, Yi Tang, Xiaoyan Wang, Guoqiang Ni

Proceedings Volume 8196, International Symposium on Photoelectronic Detection and Imaging 2011: Space Exploration Technologies and Applications; 81961A (2011) https://doi.org/10.1117/12.900606
Event: International Symposium on Photoelectronic Detection and Imaging 2011, 2011, Beijing, China

Abstract

In the spectral imaging process of interference imaging spectrometer, the impact caused by motion errors of satellite platform is not only the degradation of spatial resolution but also the aliasing and distortion of spectral information. The degradation function is modeled though analyzing the degradation mechanism of spectral imaging. And a correction algorithm based on interference sequences is proposed to solve this problem. In this algorithm, the interference sequences is regarded as an integer and the degradation model is thought to be three-dimensional, including two spatial dimensions and one spectral dimension. And the degraded interference sequences are the convolution of the original sequences and the degradation function. According to the vibration data measured by POS on the satellite, the degradation function can be obtained. Then the corrected interference sequences can be got by de-convolution of the degraded sequences and the degradation function though Hopfield neural network based on continuous variation of states. And by reconstructing of the corrected sequences, the corrected images and spectrums can be got finally. The simulated results show that this algorithm can correct the degradation of images and the distortion of spectrums caused by motion errors of satellite's attitudes effectively.

Citation Download Citation

Qiuyan Tang, Yi Tang, Xiaoyan Wang, and Guoqiang Ni "An algorithm to correct the degradation of interference spectral imaging caused by motion errors", Proc. SPIE 8196, International Symposium on Photoelectronic Detection and Imaging 2011: Space Exploration Technologies and Applications, 81961A (15 August 2011); https://doi.org/10.1117/12.900606

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KEYWORDS

Imaging spectroscopy

Satellites

Image processing

Doping

3D modeling

Neural networks

Satellite imaging

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