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Digital Analysis of Rotated Images
May 1993 (vol. 15 no. 5)
pp. 499-504

The problem of estimating the relative rotations of two images taken from the same scene is considered, and a numerical method for computing such rotations is presented. The main features of the proposed method consist of the possibility of fast in-place computations with no preliminary interpolation of the data and a considerable precision for moderate rotation angles. The final estimate is performed with a least square criterion, but in the present case, even such computations can be substantially simplified. A detailed analysis shows that for practical applications, the influence of discretization errors does not affect, in a relevant way, the precision of the results; that is also confirmed by numerical experiments.

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Index Terms:
relative rotation estimation; image processing; motion estimation; rotated images; numerical method; least square criterion; image processing; least squares approximations; motion estimation
Citation:
S. Alliney, "Digital Analysis of Rotated Images," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 15, no. 5, pp. 499-504, May 1993, doi:10.1109/34.211470
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