图像缩放和旋转从相位仅双谱

J. Heikkilä
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引用次数: 4

摘要

本文研究了两幅图像在平移、旋转和密封条件下的对齐问题。该方法利用双谱的平移不变性来消除平移分量的影响。为了更好地抵御非均匀光照变化,双谱中只保留了相位信息。从剩余的对数极采样光谱中利用互相关估计尺度和旋转参数。算例表明,该方法对背景杂波和遮挡具有较强的鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Image scale and rotation from the phase-only bispectrum
This paper deals with the problem of aligning two images under translation, rotation and sealing. The method described utilizes the shift invariance property of the bispectrum to eliminate the effect of the translation component. Only the phase information is preserved from the bispectrum in order to achieve better resilience against nonuniform illumination changes. The scale and the rotation parameters are estimated from the remaining log-polar sampled spectrum using cross-correlation. The examples shown in the paper indicate that the method is quite robust against background clutter and occlusions.
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