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Efficient color image reversible data hiding based on channel-dependent payload partition and adaptive embedding

机译:基于通道相关的有效负载分区和自适应嵌入的高效彩色图像可逆数据隐藏

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摘要

Existing color image reversible data hiding (RDH) methods mainly focus on utilizing the similarity between color channels for performance enhancement, but seldom pay attention to the discriminate properties among them. So the payload in these methods is equally partitioned and indiscriminately embedded into each channel. In fact, the prediction-error histogram (PEH) is varied for different channels, and embedding more bits into the one with a higher peak value would be beneficial to the color image RDH. In this work, to better exploit the inter-channel correlation and further enhance the embedding performance, a novel color image RDH scheme based on channel-dependent payload partition and adaptive embedding is proposed. Specifically, the total payload is advisably partitioned and then embedded into each channel according to its PEH, such that the total embedding distortion is minimized. Besides, for a single channel, the adaptive embedding that utilizes the smooth pixels preferentially is adopted by using other channels for reference. Experimental results verify that the proposed method can yield a better performance than some state-of-the-art works.
机译:现有的彩色图像可逆数据隐藏(RDH)方法主要着眼于利用彩色通道之间的相似性来提高性能,但很少注意它们之间的区别性。因此,这些方法中的有效负载被平均分配,并且被不加选择地嵌入到每个通道中。实际上,预测误差直方图(PEH)对于不同的通道会有所不同,并且将更多位嵌入具有较高峰值的位将对彩色图像RDH有利。在这项工作中,为了更好地利用信道间相关性并进一步提高嵌入性能,提出了一种新的基于信道的有效载荷划分和自适应嵌入的彩色图像RDH方案。具体地,总有效载荷被适当地划分,然后根据其PEH被嵌入每个信道中,从而总嵌入失真被最小化。另外,对于单个通道,通过使用其他通道作为参考,优先采用平滑像素的自适应嵌入。实验结果证明,与某些最新技术相比,该方法具有更好的性能。

著录项

  • 来源
    《Signal processing》 |2015年第3期|642-657|共16页
  • 作者单位

    College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, China,Institute of Information Science, Beijing Jiaotong University, Beijing 100044, China;

    Institute of Computer Science and Technology, Peking University, Beijing 100871, China;

    Institute of Information Science, Beijing Jiaotong University, Beijing 100044, China,State Key Laboratory of Rail Traffic Control and Safety, Beijing 100044, China;

    Institute of Information Science, Beijing Jiaotong University, Beijing 100044, China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Reversible data hiding; Color image; Payload partition; Adaptive embedding;

    机译:可逆数据隐藏;彩色图像;有效负载分区;自适应嵌入;

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