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基于蚁群算法的直线边缘提取方法

梁楠 郭雷 王瀛

火力与指挥控制2012,Vol.37Issue(10):23-26,4.
火力与指挥控制2012,Vol.37Issue(10):23-26,4.

基于蚁群算法的直线边缘提取方法

Research on Line Edge Detection Method Based on Ant Colony Algorithm

梁楠 1郭雷 1王瀛1

作者信息

  • 1. 西北工业大学自动化学院,西安710129
  • 折叠

摘要

Abstract

A line detection method based on ant colony algorithm is proposed. Firstly, it establishes the original set of points. Then the phase information of edge points is used as heuristic information to guide iteratively searches. In each cycle terminated probability is introduced to end the current search and pheromones on the traversed route of each ant are updated proportional to the length of the route. When iteration is finished, line edges can be extracted according to the intensity of pheromones. Compared with traditional Hough algorithm, the proposed method can extract line edge precisely, keep the line detail and detect the end points of the line edge at the same time.

关键词

蚁群算法/直线边缘提取/相位信息/启发信息

Key words

ant colony algorithm.line edge detection/phase information/heuristic information

分类

信息技术与安全科学

引用本文复制引用

梁楠,郭雷,王瀛..基于蚁群算法的直线边缘提取方法[J].火力与指挥控制,2012,37(10):23-26,4.

基金项目

国家自然科学基金资助项目(60802084) (60802084)

火力与指挥控制

OA北大核心CSCDCSTPCD

1002-0640

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