基于块伪影的数字图像伪造检测

Wang Zhongmei, Long Yonghong
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引用次数: 1

摘要

数字图像伪造检测是当前数字图像取证领域的一个重要研究课题。JPEG作为一种流行的数字图像文件格式。DCT变换和量化是JPEG编码过程中的两个主要部分。量化表用于量化DCT系数,已被证明是图像伪造检测的有效特征。本文介绍了一种通过检测JPEG图像块的不一致性和测量块量化误差来检测数字伪造的方法。实验结果也证明了该方法的有效性。
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Digital image forgeries detection based on blocking artifact
Digital image forgery detection becomes an important research topic now in digital image forensics. JPEG as a popular file form for digital image. DCT transformation and quantization are two main parts of JPEG encoding process. Quantization table is used for quantizing the DCT coefficient and have been proved as an effective feature for image forgery detection. In this paper, we describe an approach to detect digital forgeries by checking inconsistencies of JPEG blocks and measure the block quantization error to get the forgery area. Experiment results also demonstrate the validity of the proposed approach.
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