通过可逆数据隐藏的可逆图像处理

Dongdong Hou, Weiming Zhang, Zihao Zhan, Ruiqi Jiang, Yang Yang, Nenghai Yu
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引用次数: 6

摘要

图像处理是一项非常流行和广泛应用的技术。在本文中,我们提出了一个实现可逆图像处理的框架,使用户可以将处理后的图像无损地恢复到原始副本。该方法采用经典的图像处理方法对原始图像进行处理,得到期望的目标图像。然后根据转移概率矩阵对原始图像进行可逆处理,得到与目标图像相似的处理图像。以直方图均衡化和伽玛变换为例,表明该方法可以实现图像的可逆处理,并取得与不可逆图像处理工具几乎相同的处理效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reversible image processing via reversible data hiding
Image processing is a very popular and widely used technique. In this paper, we propose a framework for realizing reversible image processing, which enables that the users can return the processed image to the original copy without loss. In the proposed method, the original image is firstly processed to get the desired target image by a classic image processing method. Then the original image is reversibly processed according to the transition probability matrix, getting the processed image similar to the target image. We take histogram equalization and gamma transform as examples to show that the proposed method can realize reversible image processing and achieve nearly the same processing effect as done by irreversible image processing tools.
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