空间重复旋转引起的压缩图像质量失真问题及其在频域改变图像信息的解决方法

Kang Yi, Jeong-Hyun Joo, Kyungmi Kim
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引用次数: 1

摘要

重复旋转压缩图像可能导致图像质量失真。根据我们的初步实验结果,随着旋转次数的增加,JPEG图像的质量失真会进一步加剧。我们观察到,当旋转次数超过阈值时,质量退化变得非常严重。本文提出了一种用于JPEG图像的无失真图像旋转方法。该方法的核心思想是基于对图像频域信息的简单修改可以导致图像空间域的几何变换。我们通过实现JPEG旋转器并测量旋转后的图像质量来证明我们的想法的性能。实验结果表明,该方法可以实现完美的JPEG图像无损旋转。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Compressed Image Quality Distortion Problem due to Repeated Rotation in Spatial Domain and Its Solution by Changing Image Information in Frequency Domain
Repeated rotation of compressed images may result in image quality distortion. According to our preliminary experimental results further quality distortion of JPEG image occurs as the more number of rotation. We observe that the quality degradation becomes so serious when the number of rotation exceeds a threshold. In this paper, we propose a distortion-less image rotation method for JPEG images. The key idea of our proposed method is based on the finding that a simple modification of information in frequency domain of images results in geometric transformation in spatial domain of images. We demonstrated the performance of our idea by implementing JPEG rotator and measuring the rotated image quality. The experimental results show that the proposed method achieves a perfect lossless JPEG image rotation.
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