In order to improve the speed and accuracy of image registration, this paper proposes a hybrid algorithm combined SIFT and sc-ransac algorithm. It utilizes the SIFT algorithm to extract the feature points, and then ut...
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ISBN:
(纸本)9781728113128
In order to improve the speed and accuracy of image registration, this paper proposes a hybrid algorithm combined SIFT and sc-ransac algorithm. It utilizes the SIFT algorithm to extract the feature points, and then utilizes nearest-neighbor method to find the matching points of two images. Finally, the sc-ransac algorithm is used to get rid of the wrong matching points. The experimental result shows that the proposed algorithm runs faster than algorithm combining SIFT with ransac.
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