一个基于哈希的图像内容认证方案,用于使用压缩感知进行篡改检测

Zhiwei Mo, Yuesheng Zhu, Zhen Liu
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引用次数: 4

摘要

本文提出了一种新的基于哈希的图像内容认证方案,用于篡改检测和定位。将原始图像分成若干子块,这些子块的大小可以根据篡改定位的精度进行调整,压缩感知(CS)过程中获得的测量值包含子块的所有信息。此外,应用奇异值分解(SVD)捕获测量的大部分能量并将其压缩成一个紧凑的哈希。实验结果表明,该方法鲁棒性好,具有可靠的安全性。
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A hash-based image content authentication scheme for tamper detection using compressive sensing
In this paper, a novel hash-based image content authentication scheme for tamper detection and localization is proposed. The original image is divided into sub-blocks whose size can be tuned with the accuracy of tamper localization, and the measurements which are obtained in the compressed sensing (CS) process contain all the information of the subblocks. Moreover, singular value decomposition (SVD) is applied to capture the most energy of measurements and compress them into a compact hash. Experimental results have shown that the proposed method is robust with a reliable security.
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