SURF improves feature extraction and descriptive methods and completes feature extraction and description in a more efficient way. The advantage of the SIFT algorithm is that the functionality is stable, the immutability, brightness, and scale conversion to rotation are maintained, and some degree of stability for perspective conversion and noise. The downside is that the actual application value is not high and the feature point is smoother when the edges of the image are smoother, making extraction more difficult.
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