对局部内容篡改敏感的感知图像散列

doi:10.3969/j.issn.1000-436x.2012.11.023

Abstract

Abstract:

A perceptual image hashing method based on the image content and color distribution was proposed.The image was scaled to a fixed size and divided into blocks.Each block was then classified semantically into complex or plain according to the ratio of the first two singular values of its luminance matrix so as to give a table of complexity indices.RGB components of each complex block were used to form a color-feature vector,which was combined with the complexity table and encrypted to produce the image hash.Experiments show that the hash is robust against content-preserving image manipulations such as JPEG compression,smoothing and re-scaling,and sensitive to tampering of the image content.

Key words: image authentication, image hashing, singular value decomposition, tampering localization

Li-jia NI,Shuo-zhong WANG,Qiu-min WU,Bei PEI. Perceptual image hashing sensitive to content modification[J]. Journal on Communications, 2012, 33(11): 177-184.

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References 20

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概率		篡改6.45%			篡改3.81%			篡改1.87%
概率	T₁=40	T₁=45	T₁=50	T₁=40	T₁=45	T₁=50	T₁=40	T₁=45	T₁=50
虚警概率P_f	0.004 5	0.000 0	0.000 0	0.004 5	0.000	0.000 0	0.004 5	0.000 0	0.000 0
正确检测概率P_d	1.000 0	1.000 0	1.000 0	0.998 0	0.996 0	0.987 5	0.965 5	0.941 0	0.907 5

图像	距离D
Baboon	167.9
Campus	186.2
Jeep	175.4
Clinton	67.4

散列方法	参数
Wavelet	三级dB 4小波，N=150，量化步长=100
SVD-SVD	p=100，m=64，r=20，d=40
NMF-NMF-SQ	p=10，m=100，r₁=2，r₂=1

Perceptual image hashing sensitive to content modification

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