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Digital Watermarking System for Halftone Images Based on Particle Swarm Optimization

机译:基于粒子群算法的半色调图像数字水印系统

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摘要

Halftone images are widely used in the printing of books, magazines, newspapers and computer printers. To protect the copyright, in this paper, the multipurpose watermarking system is proposed for halftone images with the dithering technique and particle swarm optimization (PSO). The alternation of dispersed dot order dither cells generated by the PSO achieving good robustness and image quality produce patterns as embedding watermarks. For the purpose of copyright protection, the watermarks are embedded into the halftone image with visually transparency by the variety of dither arrays, robust to malicious attacks and counterfeits. And for the purpose of content authentication, the areas with malicious attacks could be detected and localized by fragile watermarks. In the system, the geometric invariance method, multi-rings Zernike transform (MRZT) containing co-centric rings sub-sampling and the clustering method, are adopted to estimate the angle and scaling factor accurately and achieve geometric invariance. The experimental results show that the watermarking algorithm provides the properties of robust and fragile simultaneously for halftone images. And the watermarked halftone image contains high image quality by the PSO algorithm.
机译:半色调图像广泛用于书籍,杂志,报纸和计算机打印机的印刷中。为了保护版权,本文提出了一种利用抖动技术和粒子群算法(PSO)的半色调图像多用途水印系统。由PSO产生的分散的点阶抖动单元的交替实现了良好的鲁棒性和图像质量,产生了嵌入水印的图案。出于版权保护的目的,水印被各种抖动阵列伪装成具有视觉透明性的半透明图像嵌入到半色调图像中。出于内容认证的目的,可以通过脆弱的水印检测并定位受到恶意攻击的区域。在该系统中,采用几何不变性方法,包含同心环子采样的多环Zernike变换(MRZT)和聚类方法来准确估计角度和比例因子并实现几何不变性。实验结果表明,该水印算法同时为半色调图像提供了鲁棒性和脆弱性。通过PSO算法,带水印的半色调图像包含较高的图像质量。

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