| 基于高维空间几何信息学的遥感图像去薄云算法 |
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| 引用本文： | 李新宇,刘扬阳,蒋雪娜,王守觉.基于高维空间几何信息学的遥感图像去薄云算法[J].电子学报,2011,39(5):1002-1006. |
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| 作者姓名： | 李新宇 刘扬阳 蒋雪娜 王守觉 |
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| 作者单位： | 中国科学院半导体研究所神经网络实验室,北京 100083 |
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| 基金项目： | 国家自然科学基金青年科学基金 |
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| 摘 要： | 遥感图像中薄云的存在为遥感图像的判读带来了极大的影响,本文针对遥感图像中的薄云雾提出了一种基于高维空间几何信息学(High-Dimensional Space Geometrical Informatics)(HDSGI)的去云的新算法.基于HDSGI理论,将一副带有薄云的遥感图像作为高维空间中的一点,通过各向同性滤波...
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| 关 键 词： | 遥感图像 薄云去除 高维空间几何信息学(HDSGI) |
| 收稿时间： | 2010-02-09 |
An Novel Algorithm to Remove the Thin Cloud from Remote Sensing Images Based on High-Dimensional Space Geometrical Informatics |
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| LI Xin-yu,LIU Yang-yang,JIANG Xue-na,WANG Shou-jue.An Novel Algorithm to Remove the Thin Cloud from Remote Sensing Images Based on High-Dimensional Space Geometrical Informatics[J].Acta Electronica Sinica,2011,39(5):1002-1006. |
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| Authors: | LI Xin-yu LIU Yang-yang JIANG Xue-na WANG Shou-jue |
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| Affiliation: | Laboratory of Artificial Neural Networks,Institute of Semiconductors,Chinese Academy of Sciences,Beijing 100083 |
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| Abstract: | The presence of thin cloud in remote sensing images has brought great impact for follow-up image interpretation.An novel algorithm was proposed to remove the thin cloud from remote sensing images based on the theory of High-dimensional space geometrical informatics(HDSGI).One Image is mapped into an original point (vector) of a high-dimensional space by the theory of HDSGI,namely,a remote sensing image including of cloud is an point of high-dimensional space.In this new algorithm,through homomorphic filter,... |
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| Keywords: | remote sensing image thin cloud removal high-dimensional space geometrical informatics(HDSGI) |
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