Evaluation of Performance of Watermarking Techniques and Development of its Support System

水印技术性能评价及其支持系统开发

基本信息

项目摘要

【○!1】 On the evaluation of performance of watermarking techniques and the improvement of watermarking techniques using the evaluation method : In this research, we aim to establish a tool for evaluating the performance of watermarking methods. We have focused on the quantization-based and correlation-based watermarking methods in the frequency domain, and proposed how to evaluate the performance of these methods. In this evaluation method, we measure the quantity of embedded watermark, the quality of watermarked image, the rate of watermark detection, and the robustness against image processings and attacks. Furthermore, we can know where watermark should be embedded in order for a watermarking method to be robust against image processings and attacks. Using this information, we can improve the robustness of the watermark method.【○!2】 Analysis of watermarking systems using digital signal processing technique and its application to design of robust watermarking systems : In this researc … More h, we have concentrated on the watermarking of still images and deal with the quantization-based and correlation-based watermarking methods. We have first presented a model of the watermark embedding and extracting processes and investigated the robustness of the watermarking system against image processings and attacks. Based on the results, it has been clarified how distortion of the watermark occurs by image processing and the reason why the distortion causes detection errors in the watermark extracting procedure. And then we have discussed the performance of the watermarking systems from the view point of quality of the watermarked image, quantity of the embedded watermark data, and robustness of the watermarking system, and given a method for evaluating their performance. Furthermore we have studied an improvement of the watermark extracting process by designing a deconvolution filter that attempts to undo the effect of watermark distortion. The design has been achieved using the deconvolution technique with adaptive algorithms. Numerical experiments with the DCT-based watermarking system have shown good performance. Less
○!1]水印技术的性能评估和改进的水印技术使用的评估方法:在这项研究中,我们的目标是建立一个工具,用于评估水印方法的性能。重点研究了基于量化和基于相关性的频域数字水印算法,并提出了如何评价这两种算法的性能。在该评估方法中,我们衡量嵌入水印的数量,水印图像的质量,水印检测率,以及对图像处理和攻击的鲁棒性。此外,我们可以知道水印应该嵌入在哪里,以便水印方法对图像处理和攻击具有鲁棒性。利用这些信息,我们可以提高水印方法的鲁棒性。○!2]利用数字信号处理技术分析水印系统及其在鲁棒性水印系统设计中的应用 ...更多信息 h.重点研究了静止图像的水印技术,讨论了基于量化和基于相关性的水印算法。我们首先提出了一个水印嵌入和提取过程的模型,并研究了水印系统对图像处理和攻击的鲁棒性。根据实验结果,阐明了图像处理过程中水印失真的产生机理以及在水印提取过程中水印失真导致检测错误的原因。然后从水印图像质量、嵌入水印数据量和水印系统的鲁棒性等方面讨论了水印系统的性能,并给出了一种评价水印系统性能的方法。此外,我们还研究了一种改进的水印提取过程中,通过设计一个反卷积滤波器,试图撤消水印失真的影响。该设计已实现使用反卷积技术与自适应算法。基于DCT的数字水印系统的数值实验显示了良好的性能。少

项目成果

期刊论文数量(14)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
Masataka Ejima and Akio Miyazaki: "On the Evaluation of Performance of Digital Watermarking in the Frequency Domain"Proc. IEEE International Conference on Image Processing. (CD-ROM). 4 (2001)
Masataka Ejima 和 Akio Miyazaki:“频域数字水印性能评估”Proc。
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宮崎 明雄: "電子透かし-マルチメディアのプロテクト技術-"電子情報通信学会技術研究報告(ディジタル信号処理). DSP2002-27. 61-66 (2002)
Akio Miyazaki:“数字水印 - 多媒体保护技术”IEICE 技术研究报告(数字信号处理)61-66 (2002)。
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Akio Miyazaki: "Analysis of Watermarking Systems in the Frequency Domain and its Application to Design of Robust Watermarking Systems"IEICE Trans. on Fundamentals. E85-A巻1号. 117-124 (2002)
Akio Miyazaki:“频域水印系统分析及其在鲁棒水印系统设计中的应用”IEICE Trans on Fundamentals,第 1 卷,117-124 (2002)
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江島 將高: "相関利用型電子透かし方式の解析について"電子情報通信学会論文誌. J85-A・11. 1273-1283 (2002)
Masataka Ejima:“基于相关性的数字水印方法的分析”电子信息通信工程师学会学报J85-A·11(2002)。
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Akio Miyazaki: "Analysis of Watermarking Systems in the Frequency Domain and its Application to Design of Robust Watermarking Systems"IEICE Trans. Fundamentals. E85-A・1. 117-124 (2002)
Akio Miyazaki:“频域水印系统分析及其在鲁棒水印系统设计中的应用”IEICE Trans. 117-124。
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MIYAZAKI Akio其他文献

MIYAZAKI Akio的其他文献

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{{ truncateString('MIYAZAKI Akio', 18)}}的其他基金

Motives of Risk Taking Behavior in Older Drivers and Promotions of Risk Avoiding Behaviors
老年驾驶员冒险行为的动机和风险规避行为的促进
  • 批准号:
    23500793
  • 财政年份:
    2011
  • 资助金额:
    $ 2.24万
  • 项目类别:
    Grant-in-Aid for Scientific Research (C)
Signal processing in the encrypted domain-Development of a new technique for secure manipulation of signals-
加密域中的信号处理-信号安全操纵新技术的开发-
  • 批准号:
    21656099
  • 财政年份:
    2009
  • 资助金额:
    $ 2.24万
  • 项目类别:
    Grant-in-Aid for Challenging Exploratory Research
Development of Robust Watermark Detection System Based on Bayesian Estimation
基于贝叶斯估计的鲁棒水印检测系统的开发
  • 批准号:
    19560401
  • 财政年份:
    2007
  • 资助金额:
    $ 2.24万
  • 项目类别:
    Grant-in-Aid for Scientific Research (C)
Aggression in dementia and caregiver's stress responses: Cognitive appraisals and coping in experienced caregivers.
痴呆症的攻击性和护理人员的压力反应:经验丰富的护理人员的认知评估和应对。
  • 批准号:
    18700542
  • 财政年份:
    2006
  • 资助金额:
    $ 2.24万
  • 项目类别:
    Grant-in-Aid for Young Scientists (B)
An Improvemet of Watermarking Methods for Images and Video using Deconvolution Techniques
使用反卷积技术改进图像和视频水印方法
  • 批准号:
    15560343
  • 财政年份:
    2003
  • 资助金额:
    $ 2.24万
  • 项目类别:
    Grant-in-Aid for Scientific Research (C)
Development of Image Protection and Management Systems using Digital Watermarking Techniques
使用数字水印技术开发图像保护和管理系统
  • 批准号:
    12555111
  • 财政年份:
    2000
  • 资助金额:
    $ 2.24万
  • 项目类别:
    Grant-in-Aid for Scientific Research (B)
Research on Digital Watermarking for Video Data and Text Documents
视频数据和文本文档数字水印研究
  • 批准号:
    11650386
  • 财政年份:
    1999
  • 资助金额:
    $ 2.24万
  • 项目类别:
    Grant-in-Aid for Scientific Research (C)

相似海外基金

New Deep Neural Network Architectures for Blind Image Watermarking Based on the Information-Theoretic Principles
基于信息论原理的新型图像盲水印深度神经网络架构
  • 批准号:
    547243-2020
  • 财政年份:
    2022
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    $ 2.24万
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    Alexander Graham Bell Canada Graduate Scholarships - Doctoral
New Deep Neural Network Architectures for Blind Image Watermarking Based on the Information-Theoretic Principles
基于信息论原理的新型图像盲水印深度神经网络架构
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    547243-2020
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    2021
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A lossless digital image watermarking based on lifting wavelet transform
基于提升小波变换的无损数字图像水印
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    21K17744
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    2021
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    Grant-in-Aid for Early-Career Scientists
CRII: CIF: Automated and Robust Image Watermarking: A Deep Learning Approach
CRII:CIF:自动且鲁棒的图像水印:一种深度学习方法
  • 批准号:
    2104267
  • 财政年份:
    2021
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    $ 2.24万
  • 项目类别:
    Standard Grant
A research on graph watermarking via graph spread spectrum techniques
基于图扩频技术的图水印研究
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    20K04467
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Study on Audio Information Hiding Based on Human Auditory Perception with Phase Modulation
基于人类听觉感知的相位调制音频信息隐藏研究
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    20J20580
  • 财政年份:
    2020
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    $ 2.24万
  • 项目类别:
    Grant-in-Aid for JSPS Fellows
Watermarking Machine Learning Models
水印机器学习模型
  • 批准号:
    106305
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    2020
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WhatML: Watermarking Machine Learning Models
WhatML:水印机器学习模型
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New Deep Neural Network Architectures for Blind Image Watermarking Based on the Information-Theoretic Principles
基于信息论原理的新型图像盲水印深度神经网络架构
  • 批准号:
    547243-2020
  • 财政年份:
    2020
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    $ 2.24万
  • 项目类别:
    Alexander Graham Bell Canada Graduate Scholarships - Doctoral
Study on Digital Watermarking into Deep Learning Model
数字水印深度学习模型研究
  • 批准号:
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