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参考曲率的双线性插值滤波

郭晓文 张有会 王志巍 吴朋波 张静

计算机工程与应用2012,Vol.48Issue(35):161-165,5.
计算机工程与应用2012,Vol.48Issue(35):161-165,5.DOI:10.3778/j.issn.1002-8331.1207-0092

参考曲率的双线性插值滤波

Bilinear interpolation filtering algorithm based on curvature

郭晓文 1张有会 1王志巍 1吴朋波 1张静2

作者信息

  • 1. 河北师范大学数学与信息科学学院,石家庄050024
  • 2. 石家庄学院计算机系,石家庄050035
  • 折叠

摘要

Abstract

In order to filter out salt and pepper noise while preserving image detail as possible, it proposes a bilinear interpolation filtering algorithm based on curvature. In view of the inherent characteristics of the bilinear interpolation of the low-pass filter, it introduces the changes of pixel values to construct the class of bilinear interpolation model. The curvature information is used to get the direction trend of adjacent pixels. It selects the direction which is closest to the original image variation to filter image using bilinear interpolation based on the curvature information. Experimental results show that this method can filter out the noise while maximizing the retention of details of images, and filtering results are better than traditional filtering algorithms.

关键词

椒盐噪声/中值滤波/曲率/双线性插值

Key words

salt and pepper noise/ median filter/ curvature/ bilinear interpolation

分类

信息技术与安全科学

引用本文复制引用

郭晓文,张有会,王志巍,吴朋波,张静..参考曲率的双线性插值滤波[J].计算机工程与应用,2012,48(35):161-165,5.

基金项目

国家自然科学基金(No.11071055). (No.11071055)

计算机工程与应用

OACSCDCSTPCD

1002-8331

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