基于CNN的QuickBird遥感影像融合研究
Study on QuickBird Remote Sensing Image Fusion Based on CNN
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摘要: 为了充分利用QuickBird多光谱影像的光谱信息和全色影像的高空间分辨率信息, 提出了一种基于细胞神经网络(CNN)的QuickBird多光谱和全色遥感影像融合方法.实验结果表明, 相对于传统的影像融合算法, 提出的方法具有更好的性能.Abstract: In order to fully tutilize the spectral information of QuickBird multispectral image and the high spatial resolution information of QuickBird panchromatic image, this paper proposed an approach for fusing the QuickBird multispectral and panchromatic images using cellular neural network.Experiments indicate that proposed method outperforms the traditional approaches in preserving spectral information while improving spatial information.
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