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Probability-based reversible image authentication scheme for image demosaicking

机译:基于概率的图像去马赛克可逆图像认证方案

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摘要

In this paper, we propose a novel image authentication scheme to detect the tampered areas for image demosaicking with the reversibility preserving property. Image demosaicking is the process of reconstructing an RGB color image from the sampled data acquired by the digital camera that applies a color filter array to a single sensor. In the proposed scheme, the authentication data is embedded into the rebuilt components of the demosaicked pixels. From the results, it is shown that good image qualities of the embedded images are obtained by using the proposed scheme. When the illegal users modified the contents of the embedded images, the tampered areas in the modified images can be clearly detected by using the proposed scheme. The demosaicked images can be losslessly recovered if no modifications are done on the embedded images. The proposed authentication codes embedding process can be implemented by hardware in single sensor digital camera. Furthermore, the proposed scheme can be extended to protect the image integrity for cloud computing environments.
机译:在本文中,我们提出了一种新颖的图像认证方案,该方案具有可逆性,可以检测出篡改区域以进行图像去马赛克。图像去马赛克是从数码相机获取的采样数据中重建RGB彩色图像的过程,该数码相机将滤色器阵列应用于单个传感器。在提出的方案中,认证数据被嵌入到去马赛克像素的重建组件中。从结果表明,通过使用所提出的方案可以获得嵌入图像的良好图像质量。当非法用户修改嵌入图像的内容时,通过使用所提出的方案可以清楚地检测到修改图像中的篡改区域。如果未对嵌入的图像进行任何修改,则可以无损地恢复去马赛克的图像。所提出的认证码嵌入过程可以通过单传感器数码相机中的硬件来实现。此外,可以扩展所提出的方案以保护云计算环境的图像完整性。

著录项

  • 来源
    《Future generation computer systems》 |2016年第9期|92-103|共12页
  • 作者单位

    Department of Computer Science and Information Management, Providence University, 200, Sec. 7, Taiwan Boulevard, Shalu Dist., Taichung City 43301, Taiwan, ROC ,Department of Computer Science and Information Management, Providence University, 200 Chung Chi Rd., Taichung 43301, Taiwan, ROC;

    Department of Computer Science and Information Engineering, Providence University, 200 Chung Chi Rd., Taichung 43301, Taiwan, ROC;

    Department of Computer Science and Information Management, Providence University, 200, Sec. 7, Taiwan Boulevard, Shalu Dist., Taichung City 43301, Taiwan, ROC;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Image authentication; Tamper detection; Bayer pattern; Color filter array; Image demosaicking; Reversibility;

    机译:图像认证;篡改检测;拜耳模式彩色滤光片阵列;图像去马赛克;可逆性;

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