Content-based image hashing using wave atoms

doi:10.1088/1674-1056/21/4/040204

中国物理B ›› 2012, Vol. 21 ›› Issue (4): 40204-040204.doi: 10.1088/1674-1056/21/4/040204

刘芳¹,梁瀚贤¹,郑利明¹,季晓勇²

收稿日期:2011-06-02 修回日期:2011-11-01 出版日期:2012-02-29 发布日期:2012-02-29
通讯作者: 刘芳, E-mail:f.liu@student.cityu.edu.hk E-mail:f.liu@student.cityu.edu.hk

Content-based image hashing using wave atoms

Liu Fang(刘芳)^a)†, Leung Hon-Yin(梁瀚贤)^a), Cheng Lee-Ming(郑利明)^a), and Ji Xiao-Yong(季晓勇)^b)

a. Department of Electronic Engineering, City University of Hong Kong, Hong Kong SAR, China;
b. School of Electronic Science and Engineering, Nanjing University, Nanjing 210093, China

Received:2011-06-02 Revised:2011-11-01 Online:2012-02-29 Published:2012-02-29
Contact: Liu Fang, E-mail:f.liu@student.cityu.edu.hk E-mail:f.liu@student.cityu.edu.hk

摘要/Abstract

Abstract: It is well known that robustness, fragility, and security are three important criteria of image hashing; however how to build a system that can strongly meet these three criteria is still a challenge. In this paper, a content-based image hashing scheme using wave atoms is proposed, which satisfies the above criteria. Compared with traditional transforms like wavelet transform and discrete cosine transform (DCT), wave atom transform is adopted for the sparser expansion and better characteristics of texture feature extraction which shows better performance in both robustness and fragility. In addition, multi-frequency detection is presented to provide an application-defined trade-off. To ensure the security of the proposed approach and its resistance to a chosen-plaintext attack, a randomized pixel modulation based on the Rényi chaotic map is employed, combining with the nonliner wave atom transform. The experimental results reveal that the proposed scheme is robust against content-preserving manipulations and has a good discriminative capability to malicious tampering.

Key words: image hashing, authentication, wave atom transform, chaotic system

中图分类号: (Computational techniques; simulations)

02.70.-c

05.45.Gg (Control of chaos, applications of chaos) 42.30.Va (Image forming and processing) 43.60.Hj (Time-frequency signal processing, wavelets)

刘芳, 梁瀚贤, 郑利明, 季晓勇. [J]. 中国物理B, 2012, 21(4): 40204-040204.

Liu Fang(刘芳), Leung Hon-Yin(梁瀚贤), Cheng Lee-Ming(郑利明), and Ji Xiao-Yong(季晓勇) . Content-based image hashing using wave atoms[J]. Chin. Phys. B, 2012, 21(4): 40204-040204.

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Content-based image hashing using wave atoms

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