基于四元数Zernike矩的RST不变彩色图像水印

doi:10.3969/j.issn.1006-2475.2015.07.009

计算机与现代化

基于四元数Zernike矩的RST不变彩色图像水印

华南师范大学物理与电信工程学院，广东广州510006

收稿日期:2015-03-13 出版日期:2015-07-23 发布日期:2015-07-28
作者简介:钟敏洁(1989-)，女，湖北荆州人，华南师范大学物理与电信工程学院硕士研究生，研究方向：数字水印，图像处理。

RST Invariant Color Image Watermarking Algorithm #br# Based on Quaternion Zernike Moments

School of Physics and Telecommunication Engineering, South China Normal University, Guangzhou 510006, China

Received:2015-03-13 Online:2015-07-23 Published:2015-07-28

摘要/Abstract

摘要：

提出一种基于四元数Zernike矩(QZM)的RST(Rotation, Scale, Translation)不变彩色图像水印方案，利用缩放平移归一化后的QZM模值具有旋转、缩放和平移不变性，采用抖动量化调制的方法在

QZM模值中嵌入水印信息。该水印算法可以把水印嵌入所带来的误差扩散到红、绿、蓝3幅分量图像中，实验表明该算法在具有良好的不可感知性的同时对旋转、缩放和平移等几何攻击具有较好的鲁棒性

。

关键词: 图像处理, 数字水印, 四元数Zernike矩, RST攻击, 彩色图像

Abstract:

In this paper, we propose a RST(Rotation, Scaling, Translation) invariant color image watermarking based on Quaternion Zernike Moments(QZM). Since the normalized

modulus of QZM has rotation, scale and translation invariance, this paper embeds watermarking information in the QZM’s modulus by using the method of dither modulation. This

algorithm can diffuse the error caused by watermark embedding to three component images(red, green, blue). The experiments show that it has good imperceptibility and robust to

geometric attacks, such as rotation, scale and translation.

Key words: image processing, digital watermarking, quaternion Zernike moments, RST attacks, color image

中图分类号:

TP309.7

钟敏洁. 基于四元数Zernike矩的RST不变彩色图像水印[J]. 计算机与现代化, doi: 10.3969/j.issn.1006-2475.2015.07.009.

ZHONG Minjie. RST Invariant Color Image Watermarking Algorithm #br# Based on Quaternion Zernike Moments[J]. Computer and Modernization, doi: 10.3969/j.issn.1006-2475.2015.07.009.

［1］
Zheng Dong, Liu Yan, Zhao Jiying. A survey of RST invariant image watermarking algorithms［C］// 2006 Canadian Conference on Electrical and Computer Engineers. 2006:2086-2089.
［2］ Ling Hefei, Lu Zhengding, Zou Fuhao, et al. A geometrically robust watermarking scheme based on selfrecognition watermark pattern［C］// 2006 IEEE International

Conference on Multimedia and Expo. 2006:1601-1604.
［3］ Liu Yan, Zhao Jiying. A robust image watermarking method based on adaptive feature points detection［C］// 2006 International Conference on Communications, Circuits and

Systems. 2007:49-53.
［4］耿敏，李恩平，梁华庆. 抗几何攻击的盲数字水印技术［J］. 计算机应用研究， 2006，23(10):11-13.
［5］ Kim H S, Lee HK. Invariant image watermark using Zernike moments［J］. IEEE Transactions on Circuits and Systems For Video Technology, 2003,13(8):766-775.
［6］ Li Leida, Guo Baolong, Shao Kai. Geometrically robust image watermarking using scaleinvariant feature transform and Zernike moments［J］. Chinese Optics Letters, 2007,5

(6):332-335.
［7］ Xin Yongqing, Liao Simon, Pawlak Miroslaw. A multibit geometrically robust image watermark based on Zernike moments［C］// Proceedings of the 17th International Conference

on Pattern Recognition. 2004,14:861-864.
［8］ Masoud Farzam, Shahram Shirani. A robust multimedia watermarking technique using Zernike transforms［C］// 2001 IEEE 4th Workshop on Multimedia Signal Processing.

2001:529-534.
［9］李雷达，郭宝龙，孙磊. 基于局部Zernike矩的RST不变水印［J］. 光电子?激光, 2007,18(1):117-120.
［10］李海峰，王树勋，温泉，等. 基于分块SVD和Zernike矩的RST不变水印［J］. 模式识别与人工智能， 2005,18(3):117-120.
［11］Sangwine S J. Fourier transforms of color images using quaternion or hypercomplex numbers［J］. Electronics Letters, 1996,32(21):1979-1980.
［12］Chen Beijing, Shu Huazhong, Zhang Hui, et al. Quaternion Zernike moments and their invariants for color image analysis and object recognition［J］. Signal Processing,

2012,92(2):308-318.
［13］Hamilton W R. Elements of Quaternions［M］. London: Longmans, Green and Co., 1887.
［14］Khotanzad A, Hong Y H. Invariant image recognition by Zernike moments［J］. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1990,12(5):489-497.
［15］Xin Yongqing, Liao Simon, Pawlak Miroslaw. Circularly orthogonal moments for geometrically robust image watermarking［J］. Pattern Recognition, 2007,40(12):3740-3752.
［16］Chen B, Wornell Gregory W. Quantization index for modulation: A class of provably good methods for digital watermarking and information embedding［J］. IEEE Transactions

on Information Theory, 2001,47(4):1423-1443.
［17］Hsu C T, Wu J L. Image hidden digital watermarks in images［J］. IEEE Trans. on Image Processing, 1999,8(1):58-68.

[1]	叶力鸣, 陈蔚文. 一种结合语义分割和目标检测的级联式绝缘子缺陷检测方法[J]. 计算机与现代化, 2023, 0(06): 82-88.
[2]	刘志飞, 朱尚超, 魏战红, 臧一鸣, 孙文韬, 胡冠时. 基于IBM Qiskit的量子图像伪彩色增强方法[J]. 计算机与现代化, 2023, 0(04): 47-55.
[3]	朱卓樾, 黄欢, 宋清玲, 侯居攀. 基于心血管核磁共振图像的房室平面位移检测与重建[J]. 计算机与现代化, 2023, 0(04): 78-82.
[4]	李四杰, 唐清善, 高英华. 基于GMS和改进最佳缝合线的视差图像拼接算法[J]. 计算机与现代化, 2022, 0(12): 95-101.
[5]	丁婉莹, 陈伟, 李昭慧. 基于编解码结构的多特征融合眼底图像分割[J]. 计算机与现代化, 2022, 0(07): 1-7.
[6]	金安安, 丁双双, 熊卿智, 许婷婷, 习淑萍, 马继忠. 基于SWOMP算法的EPMA影像优化重构[J]. 计算机与现代化, 2020, 0(12): 104-111.
[7]	冯洋. 基于小波包变换的红外弱小目标检测[J]. 计算机与现代化, 2020, 0(12): 112-115.
[8]	张帅, 杨雪霞. 一种基于熵理论的自适应水印嵌入算法[J]. 计算机与现代化, 2020, 0(09): 37-42.
[9]	张辉, 余厚云, 李克斌. 基于机械臂的涡轮壳零件表面质量视觉检测[J]. 计算机与现代化, 2020, 0(07): 121-126.
[10]	付磊,任德均,胡云起,郜明,邱吕. 基于ResNet网络的医用塑瓶制造缺陷检测方法[J]. 计算机与现代化, 2020, 0(04): 104-.
[11]	卢爱平，李盼池. 基于混沌序列的量子图像加密方案[J]. 计算机与现代化, 2020, 0(03): 86-.
[12]	买尔孜燕古丽·阿不都拉，冯向萍. 基于机器视觉的非接触式马体尺测量方法[J]. 计算机与现代化, 2019, 0(10): 108-.
[13]	王伟. 非刚性三维点云配准方法[J]. 计算机与现代化, 2018, 0(12): 116-.
[14]	敖宇,杨健晟. 欧拉视频增强技术在火焰弱信号检测中的应用[J]. 计算机与现代化, 2018, 0(07): 73-.
[15]	范新南，薛瑞阳，史朋飞，李敏，倪建军. 基于非负矩阵分解与相似性分析的运动目标检测[J]. 计算机与现代化, 2018, 0(04): 37-.

基于四元数Zernike矩的RST不变彩色图像水印

RST Invariant Color Image Watermarking Algorithm #br# Based on Quaternion Zernike Moments

可视化

被引次数

摘要/Abstract

引用本文

使用本文

参考文献

相关文章 15

编辑推荐

Metrics

本文评价