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Finding reliable corresponding points between two images of a scene is a fundamental problem in computer vision. In this paper, a hybrid scheme is proposed, which combines invariant spatial feature and frequency domain based methods in a hierarchical multi-scale way. The Fourier-Mellin Transform is applied to obtain the transformation parameters at the coarse level between the two images; then, the...
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