高精度检测缩放变化中心位置和精确缩放校正缩放变化图像的新方法

Kouhei Saito, Katsuya Sakaguchi, Nami Inadomi, Minoru Ito
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引用次数: 0

摘要

摘要:本文提出了一种新的方法来精确检测轻微缩放变化的图像的缩放变化中心位置,并提出了一种新的方法来校正缩放变化。这些方法利用相位差谱分析方法来检测图像移位和检测比例因子的技术,而不需要迭代近似计算。在实验中,使用了三种类型的图像模式。当位置距离图像中心在几十个像素以内时,排除缩放因子变化小于±0.6%的误差,缩放变化中心位置的检测精度平均为2.2像素,最高可达1.1像素。尺度因子的校正精度与尺度中心位置几乎完全无关,平均约为0.0004。当缩放变化中心位置距离图像中心不到10个像素时,校正图像与参考图像的像素位移平均约为0.012像素。从这些结果可以清楚地看出,尽管所提出的方法简单,但可以检测缩放变化图像的中心位置,并以高精度和可靠性对图像进行校正。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
New Approaches for Highly Accurate Detection of Scaling-Change Center Positions and for Precise Scaling Correction of Scaling-Changed Images
〈Summary〉 This paper describes a new approach for accurately detecting scaling-change center positions of slightly scaling-changed images and also proposes a new technique for correcting the scaling changes. These approaches utilize the phase difference spectrum analysis approach for detecting image shifts and the technique for detecting scaling factors, without iterative approximation calculation. In experiments, three types of image patterns were used. When the position is within a few ten pixels from the image center, the detection accuracy of the scaling-change center position is 2.2 pixels on average and as high as 1.1 pixels, excluding errors for scaling-factor changes below ±0.6%. The correction accuracy for scaling factors is almost completely independent of the scaling-center position and is about 0.0004 on average. The pixel displacement of the corrected image from the reference image is about 0.012 pixels on average when the scaling-change center position is within a few ten pixels from the image center. From these results, it is clear that the proposed approaches, despite their simplicity, make it possible to detect scaling-change center positions for scaling-changed images and to correct the images with high accuracy and reliability.
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