Dynamic Adaptive Weight Multi-scale and Multi-structure Morphological Edge Detection in Anterior Chamber OCT Images

被引:1
作者
Huang Siwei [1 ]
Zhang Ang [1 ]
Tian Xiaolin [1 ]
Sun Yankui [2 ]
机构
[1] Macau Univ Sci & Technol, Taipa, Peoples R China
[2] Tsinghua Univ, Beijing, Peoples R China
来源
MECHANICAL PROPERTIES OF MATERIALS AND INFORMATION TECHNOLOGY | 2012年 / 340卷
基金
中国国家自然科学基金;
关键词
Multi-scale and multi-structure; Dynamic adaptive weight; OCT image; Edge detection;
D O I
10.4028/www.scientific.net/AMR.340.70
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
An edge detection algorithm which is applied to anterior chamber OCT images has been proposed. The algorithm firstly uses multi-structure elements to detect edge on gray level value differences on the same scale, and introduces dynamic adaptive weight to make re-fusion of pixels to gain a multi-structure element morphological edge detection image on the same scale, then confirms weight value and makes multi-scale fusion according to the noise immunity of different scale structure elements to gain the final edge detection image. The simulated results have obvious edge features,it can effectively avoid the occurrence of mutational pixels on the OCT image edge results, compared to traditional edge detection algorithms.
引用
收藏
页码:70 / +
页数:2
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