For the motion degraded image of the non-uniform linear motion velocity, there is a method using a power spectrum ratio for the estimation of the motion degradation direction. However this estimated degradation direction have a tendency to be an incorrect result at the peripheral parts of image. This reason comes by the use of the power spectrum ratio between orthogonal directions there, and 0 or 90 degree is erroneously obtained in almost cases. So, in this paper, we propose a method to apply the Hough transform to the multi-level image for solving this problem. When the multi-level Hough transform is used, the power spectrum value obtained in a small evaluation area might contain unsuitable data as a straight-line element depending on the level of the degradation image. In this proposed method, the data being over the most frequent value obtained from the histogram of the power spectrum is adopted to reduce this defect. As a result, the estimation performance for the degradation direction has improved compared with the method by a power spectrum ratio.
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