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基于改进形态学算子的木粉边缘检测算法

任洪娥 刘冕 董本志

计算机工程与应用Issue(5):183-186,4.
计算机工程与应用Issue(5):183-186,4.DOI:10.3778/j.issn.1002-8331.1304-0316

基于改进形态学算子的木粉边缘检测算法

Edge detection algorithm of wood-flour based on modified morphological operator

任洪娥 1刘冕 1董本志1

作者信息

  • 1. 东北林业大学 信息与计算机工程学院,哈尔滨 150040
  • 折叠

摘要

Abstract

Since a wood-flour microscopic image usually contains complex edge, fuzzy boundary and so on, an edge detec-tion method based on object extraction and modified mathematic morphological multi-scale operator in the color space of HSV is proposed. This method extracts objects for avoiding background noise interference, and gains better wood-flour edge based on traditional multi-scale morphological operator combined with the best direction detection without the weight choice of the multi-direction detection. The experimental results demonstrate that morphological operator is better than traditional canny operator. The modified operator proposed contributes to a distinct edge detection result, improving detection accuracy as well as the capability of edge positioning.

关键词

木粉/边缘检测/HSV颜色空间/目标提取/形态学多尺度算子

Key words

wood-flour/edge detection/HSV color space/object extraction/morphological multi-scale operator

分类

信息技术与安全科学

引用本文复制引用

任洪娥,刘冕,董本志..基于改进形态学算子的木粉边缘检测算法[J].计算机工程与应用,2015,(5):183-186,4.

基金项目

哈尔滨市科技创新人才研究专项资金项目(No.2012RFXXG010)。 ()

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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