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Multi-band Image Registration Method Based on Fourier Transform

Multi-band Image Registration Method Based on Fourier Transform
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摘要 This paper presented a registration method based on Fourier transform for multi-band images which is involved in translation and small rotation. Although different band images differ a lot in the intensity and features, they contain certain common information which we can exploit. A model was given that the multi-band images have linear correlations under the least-square sense. It is proved that the coefficients have no effect on the registration progress if two images have linear correlations. Finally, the steps of the registration method were proposed. The experiments show that the model is reasonable and the results are satisfying. This paper presented a registration method based on Fourier transform for multi-band images which is involved in translation and small rotation. Although different band images differ a lot in the intensity and features, they contain certain common information which we can exploit. A model was given that the multi-band images have linear correlations under the least-square sense. It is proved that the coefficients have no effect on the registration progress if two images have linear correlations. Finally, the steps of the registration method were proposed. The experiments show that the model is reasonable and the results are satisfying.
出处 《Journal of Shanghai Jiaotong university(Science)》 EI 2004年第3期31-36,共6页 上海交通大学学报(英文版)
基金 Shanghai Science and Technology Devel-opm ent Funds ( No.0 2 DZ15 0 0 1)
关键词 图象配准 傅立叶变换 线性相关 组合图像 image registration Fourier transform linear correlation
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参考文献10

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