Fast Fourier method for the accurate rotation of sampled images

被引:46
作者
Larkin, KG
Oldfield, MA
Klemm, H
机构
[1] UNIV SYDNEY,SCH PHYS,DEPT PHYS OPT,SYDNEY,NSW 2006,AUSTRALIA
[2] UNIV SYDNEY,AUSTRALIAN KEY CTR MICROSCOPY & MICROANAL,SYDNEY,NSW 2006,AUSTRALIA
基金
澳大利亚研究理事会;
关键词
Fourier interpolation; digital image rotation; lossless image transformation; image warping; image processing algorithm;
D O I
10.1016/S0030-4018(97)00097-7
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
At present the best methods for rotation of discrete sampled images use a combination of (fast) Fourier interpolation followed by cubic interpolation onto a rotated grid. A method is presented which uses only Fourier interpolation. The new method has a similar computational complexity to the old, and is exactly reversible. The method uses the well-known decomposition of rotation into three pure shears. Each shear is performed using a 2D extension of the 1D Fourier shift theorem. This allows the fast Fourier transform (FFT) to be used, With appropriate data padding (such as zero padding) in both the real and Fourier domains, the procedure gives near perfect results and minimal loss of information in multiple rotation tests.
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页码:99 / 106
页数:8
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