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结合 Mahalanobis 距离的 SUSAN彩色边缘检测方法研究

卢军 谭智仁

陕西科技大学学报(自然科学版)Issue(6):136-140,5.
陕西科技大学学报(自然科学版)Issue(6):136-140,5.

结合 Mahalanobis 距离的 SUSAN彩色边缘检测方法研究

SUSAN color-edge detection method combined with Mahalanobis distance

卢军 1谭智仁1

作者信息

  • 1. 陕西科技大学机电工程学院,陕西西安 710021
  • 折叠

摘要

Abstract

This passage selected Hue Saturation Intensity(HSI) as image processing and anal-ysis tool for its suitability .A novel SUSAN color edge detection method originated in HSI space was designed ,on the foundation of presented Mahalanobis color distance measure-ment .SUSAN color edge detection method ,integrated with SUSAN operator ,converted RGB color space to HSI space to detect edge ,which takes H ,S and I as variables to calculat-ed the distance of the two colors .The experimental demonstrated that the proposed image detection method could detect the color edge effectively .The new method achieved better performance on edge preservation ,in comparison of the traditional color edge detection .

关键词

彩色图像/HSI空间/Mahalanobis距离/SUSAN算子/色差/边缘检测

Key words

color image/HSI space/Mahalanobis distance/SUSAN operator/color differ-ence/edge detection

分类

信息技术与安全科学

引用本文复制引用

卢军,谭智仁..结合 Mahalanobis 距离的 SUSAN彩色边缘检测方法研究[J].陕西科技大学学报(自然科学版),2013,(6):136-140,5.

陕西科技大学学报(自然科学版)

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2096-398X

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