基于MPUI模型的空域图像水印容量研究

doi:10.6040/j.issn.1671-9352.3.2015.069

山东大学学报（理学版） ›› 2016, Vol. 51 ›› Issue (9): 68-75.doi: 10.6040/j.issn.1671-9352.3.2015.069

基于MPUI模型的空域图像水印容量研究

毛家发^1,2,3,黄艳红¹,钮心忻²,肖刚^1,3,朱李楠¹,盛伟国^1,3

1. 浙江工业大学计算机科学与技术学院, 浙江杭州 310023;2.北京邮电大学信息安全中心, 北京 100876;3. 浙江省可视媒体智能处理技术研究重点实验室, 浙江杭州 310023

收稿日期:2015-09-11 出版日期:2016-09-20 发布日期:2016-09-23
作者简介:毛家发(1970— ), 男, 博士,副教授,研究方向为信息安全、信息隐藏与数字水印、数字内容安.E-mail:maojiafa@zjut.edu.cn
基金资助:
国家自然科学基金资助项目(61170271,61170272,61272310,61373131,61573316);浙江省自然科学基金资助项(LY12F02031,LQ12F02016,LQ15E050006)

Research on watermarking payload of the spatial images based on MPUI model

MAO Jia-fa^1,2,3, HUANG Yan-hong¹, NIU Xin-xin², XIAO Gang^{1, 3}, ZHU Li-nan¹, SHENG Wei-guo^1,3

1. College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou 310023, Zhejiang, China;
2. Information Security Center, Beijing University of Posts and Telecommunications, Beijing 100876, China;
3. Key Laboratory of Visual Media Intelligent Processing Technology of Zhejiang Province, Hangzhou 310023, Zhejiang, China

Received:2015-09-11 Online:2016-09-20 Published:2016-09-23

摘要/Abstract

摘要： 在基于失真不可感知的控制模型(maximize payload under imperceptive, MPUI)下,研究了空域图像的最大水印容量。发现最大水印容量不仅与嵌入强度有关,而且与图像尺寸大小、复杂度、视觉敏感度等因素相关。在理论上推导了最大水印容量与图像大小、嵌入强度的关系,并采用多元回归分析方法研究了图像复杂度、视觉敏感度与嵌入率的关系模型。综合这些内外因素,借助于主客观评价体系,推算出水印嵌入容量的估算方法,并在实验中验证了该估算方法的有效性。

关键词: 水印容量, 复杂度, 视觉敏感度, MPUI模型, 嵌入强度

Abstract: Based on the MPUI model, we study the maximum watermarking payload of spatial domain image, which is not only related to embedding intensity but also to the factors such as the size of image, image complexity and visual sensitively, and so forth. We derived the relationship among maximum watermarking payload, size of image and embedding intensity, and adopt multivariate regression analysis method to research image complexity, visual sensitivity, and embedding rate model. Synthesize these internal and external factors, with the aid of subjective and objective evaluation system, we estimate the estimation method of watermark embedded payload and verify its effectiveness through experiments.

Key words: MPUI model, embedding intensity, complexity, watermarking payload, visual sensitivity

中图分类号:

TP309

毛家发,黄艳红,钮心忻,肖刚,朱李楠,盛伟国. 基于MPUI模型的空域图像水印容量研究[J]. 山东大学学报（理学版）, 2016, 51(9): 68-75.

MAO Jia-fa, HUANG Yan-hong, NIU Xin-xin, XIAO Gang, ZHU Li-nan, SHENG Wei-guo. Research on watermarking payload of the spatial images based on MPUI model[J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2016, 51(9): 68-75.

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基于MPUI模型的空域图像水印容量研究

Research on watermarking payload of the spatial images based on MPUI model

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