期刊文献+

基于PDE模型的图像处理方法 被引量:7

Image Processing Methods Based on PDE
原文传递
导出
摘要 介绍了异质扩散偏微分方程 ( PDE)和几何驱动 ( GD)图像处理新方法 .对照传统滤波方法 ,分析了PDE和 GD方法的优点 。 The new ways for image processing via anisotropic diffusion partial differential equations (PDE) and geometry\|driven (GD) are introduced. Constrasting the conventional filtering methods, the advantages of PDE and GD are discussed. Two representative models are given, which are used on blurred and noisy image for restoration.
作者 高鑫 刘来福
出处 《数学的实践与认识》 CSCD 北大核心 2001年第2期206-210,共5页 Mathematics in Practice and Theory
关键词 图像恢复 异质扩散模型 水平集方法 PDE方法 滤波技术 图像增强 图像处理 image restoration anisotropic diffusion model level\|set method
  • 相关文献

参考文献20

  • 1[1]Fischl B, Schwartz E L. Adaptive nonlocal filtering: A fast alternative to anisotropic diffusion for image enhancement. IEEE Trans on PAMI, 1999, 21:42.
  • 2[2]Hamza A B, Luque-Escamilla P L, Aroza J M, et al. Removing noise and preserving details with relaxed median filters. J of Mathematical Imaging and Vision, 1999, 11:161.
  • 3[3]Nitzberg M, Shiota T. Nonlinear image filtering with edge and corner enhancement. IEEE Trans on PAMI, 1992, 14(8):826~833.
  • 4[4]Hummel A. Representations based on zero-crossing in scale-space. Fischler M, Firschein O. eds, Readings in Computer Vision: Issues, problems, Principles and Paradigms. Los Angoles, Calif:Morgan Kaufmann, 1986.
  • 5[5]Koenderink J. The structure of image. Biological Cybernetics, 1984, 50:363~370.
  • 6[6]Perona P, Malik J. Scale Space and Edge Detection Using Anisotropic Diffusion. Proc IEEE Workshop Computer Vision, Miami, Fla., 1987,16~27.
  • 7[7]Perona P, Malik J. Scale-space and edge detection using anisotropic diffusion. IEEE Trans PAMI, 1990,12(7):629.
  • 8[8]Rudin L, Osher S, Fatemi E. Nonlinear total variation based noise removal algorithm. Physica D, 1992, 60:259~268.
  • 9[9]Alvarez L, Lions P L, Morel J M. Image Selective Smoothing and Edge Detection by Nonlienar Diffusion Ⅱ. SIAM J Numerical Analysis, 1992, 29*3):845~866.
  • 10[10]CHEN Yun-mei, Vemuri B C, Wang L. Image denoising and segmentation via nonlinear diffusion. Computers and Mathematics with Application, 2000, 39:131.

同被引文献96

引证文献7

二级引证文献71

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部