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A gradient-based adaptive error diffusion method with edge enhancement

机译:基于梯度的边缘增强自适应误差扩散方法

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摘要

This paper presents a gradient-based adaptive error diffusion method with edge enhancement effect while preserving the smoothness effect. The proposed method not only can modulate the threshold in halftoning dynamically but also can determine the weights of the error diffusion filter adaptively to diffuse the quantization error to neighboring pixels properly. Under six testing images, experimental results demonstrate that our proposed new error diffusion method has a good compromise between the edge enhancement effect in the halftone image and the image quality effect in the corresponding inverse halftone image when compared to the methods by Floyd-Steinberg, Eschbach and Knox, Hwang et al., Li, and Feng et al., but it has some execution-time degradation.
机译:本文提出了一种基于梯度的自适应误差扩散方法,该方法具有边缘增强效果,同时又保留了平滑效果。所提出的方法不仅可以动态地调节半色调的阈值,而且可以自适应地确定误差扩散滤波器的权重,以将量化误差适当地扩散到相邻像素。在六张测试图像上,实验结果表明,与Floyd-Steinberg,Eschbach的方法相比,我们提出的新的误差扩散方法在半色调图像的边缘增强效果和相应的反半色调图像的图像质量效果之间取得了很好的折衷和Knox,Hwang等人,Li和Feng等人,但是它在执行时间上有所降低。

著录项

  • 来源
    《Expert Systems with Application》 |2011年第3期|p.1591-1601|共11页
  • 作者单位

    Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, No. 43, Section 4, Keelung Road, Taipei 10672, Taiwan, ROC;

    Department of Electrical Engineering, National Taiwan University, No. I, Section 4, Roosevelt Road, Taipei 10617, Taiwan, ROC;

    Department of Information Management, National Taiwan University of Science and Technology, No. 43, Section 4, Keelung Road, Taipei 10672, Taiwan, ROC;

    Department of Information Management, National Taiwan University of Science and Technology, No. 43, Section 4, Keelung Road, Taipei 10672, Taiwan, ROC;

    Institute of Computer and Communication Engineering and Department of Electronic Engineering, Jinwen University of Science and Technology, No. 99, An-Chung Rd., Hsin-Tien,Taipei 23154, Taiwan, ROC;

    Department of Information Management, National Taiwan University of Science and Technology, No. 43, Section 4, Keelung Road, Taipei 10672, Taiwan, ROC;

    Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, No. 43, Section 4, Keelung Road, Taipei 10672, Taiwan, ROC;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    edge correlation; edge enhancement; error diffusion; gradient information; floyd-steinberg model; halftoning; psnr;

    机译:边缘相关边缘增强;误差扩散梯度信息;弗洛伊德-斯坦伯格模型半色调psnr;

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