Optimizing SIFT algorithm parameters for better matching UAV and satellite images
K A Elorabi,
A Zekry,
WA Mohamed
Abstract:Image registration has been increasingly employed in various applications such as target identification, 3D mapping, and motion tracking. The main idea of Image registration is aligning two or more images of the same scene captured from different viewpoints, at different times. Scale-invariant feature transform, SIFT, is considered one of the most robust algorithms used in image registration for extracting and matching features under different conditions. Using SIFT algorithm default parameters in Matching UAV… Show more
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