A quantization-based semi-fragile watermarking scheme for image content authentication

被引:69
作者
Qi, Xiaojun [1 ]
Xin, Xing [1 ]
机构
[1] Utah State Univ, Dept Comp Sci, Logan, UT 84322 USA
关键词
Authentication measures; Error map; Quantization; Semi-fragile watermarking; Wavelet transform; Tampered error pixels; Tampering detection sensitivity; Localization capability;
D O I
10.1016/j.jvcir.2010.12.005
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a novel semi-fragile watermarking scheme for image content authentication with tampering localization. The proposed scheme uses a non-traditional quantization method to modify one chosen approximation coefficient of each non-overlapping block to ensure its robustness against incidental attacks and fragileness against malicious attacks. The image content authentication starts with extracting watermark using the parity of quantization results from the probe image, where the round operation is used to ensure the semi-fragile property. It then constructs a binary error map and computes two authentication measures with M-1 measuring the overall similarity between extracted and embedded watermarks and M-2 measuring the overall clustering level of tampered error pixels. These two measures are further integrated to confirm the image content and localize the possible tampered areas. Our experimental results show that our scheme outperforms four peer schemes and is capable of identifying intentional tampering and incidental modification, and localizing tampered regions. (C) 2010 Elsevier Inc. All rights reserved.
引用
收藏
页码:187 / 200
页数:14
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