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分数阶微积分在图像处理中的研究综述

黄果 许黎 蒲亦非

计算机应用研究2012,Vol.29Issue(2):414-420,426,8.
计算机应用研究2012,Vol.29Issue(2):414-420,426,8.DOI:10.3969/j.issn.1001-3695.2012.02.003

分数阶微积分在图像处理中的研究综述

Summary of research on image processing using fractional calculus

黄果 1许黎 2蒲亦非3

作者信息

  • 1. 乐山师范学院智能信息处理及应用实验室,四川乐山614000
  • 2. 乐山师范学院物电学院,四川乐山614000
  • 3. 四川大学计算机学院,成都610064
  • 折叠

摘要

Abstract

The main contents of this paper were about fractional calculus application in digital image low-level processing. Specifically included the following: fractional calculus and fractional-order partial differential equations and the basic properties of fractional Fourier transform; the structure of the fractional differential filter and its application to image enhancement; the structure of the fractional integration filter and its application to image denoising; the image denoising model based on fractional partial differential equations. Finally, summarized fractional calculus had been made research results and related problems in image processing. Associated with the image processing models, forecasted the applications prospect about fractional calculus applied to image processing.

关键词

分数阶微积分/分数阶偏微分方程/变分法/泛函极值/图像增强/图像去噪

Key words

fractional calculus/ fractional-order partial differential equations/ calculus of variations/ functional extreme/ image enhancement/ image denoising

分类

信息技术与安全科学

引用本文复制引用

黄果,许黎,蒲亦非..分数阶微积分在图像处理中的研究综述[J].计算机应用研究,2012,29(2):414-420,426,8.

基金项目

国家自然科学基金资助项目(60972131) (60972131)

四川省教育厅科研项目(10ZC019/11ZB132) (10ZC019/11ZB132)

乐山市科技局重点研究计划资助项目(2011GZD046) (2011GZD046)

乐山师范学院资助项目(Z1162) (Z1162)

计算机应用研究

OA北大核心CSCDCSTPCD

1001-3695

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