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基于多特征融合的运动车辆阴影消除方法

刘怀愚 李璟 洪留荣

计算机工程2011,Vol.37Issue(13):156-159,4.
计算机工程2011,Vol.37Issue(13):156-159,4.DOI:10.3969/j.issn.1000-3428.2011.13.050

基于多特征融合的运动车辆阴影消除方法

Shadow Removal Method for Moving Vehicle Based on Multiple Feature Fusion

刘怀愚 1李璟 1洪留荣1

作者信息

  • 1. 淮北师范大学计算机科学与技术学院,安徽,淮北,235000
  • 折叠

摘要

Abstract

This paper proposes a shadow removal method based on edge feature.By using the edge information of the shadow which is obtained by edge detection algorithm the shadow of moving vehicle is removed by edge difference analysis and morphological operations.Then, a shadow removal method based on gray feature is proposed, which remove the shadow of vehicle using Gaussian darkening factor model.Combined with the advantages of two methods, a method of shadow removal for moving vehicle based on multiple feature fusion is proposed.It can effectively solve the problem of wrong detection caused by complex edges in shadow region and the similar color between vehicle and shadow.The testing results demonstrate that by using the proposed method shadow removal can be realized with real-time performance, strong robustness and high accuracy.

关键词

多特征融合/边缘检测/高斯模型/阴影消除/智能交通

Key words

multiple feature fusion/ edge detection/ Gaussian model/ shadow removal/ intelligent transportation

分类

信息技术与安全科学

引用本文复制引用

刘怀愚,李璟 ,洪留荣..基于多特征融合的运动车辆阴影消除方法[J].计算机工程,2011,37(13):156-159,4.

基金项目

安徽省教育厅自然科学基金资助项目(KJ2011Z330,KJ2011B142) (KJ2011Z330,KJ2011B142)

计算机工程

OACSCDCSTPCD

1000-3428

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