HAO Yan-ling1, ZHOU Wen-jun1, MA Hai-feng2. New edge detection algorithm for image based on wavelet transform[J]. 2008, (3): 104-106. DOI: 10.13873/j.1000-97872008.03.015.
一种新的基于小波变换的图像边缘检测算法
摘要
传统小波分析对图像进行边缘检测时存在对方向特征不敏感的问题。在此基础上进行了改进
用一种新的小波变换检测出了图像的边缘。实验结果表明:与Canny算子检测法相比较
基于小波变换提取的图像其边缘完整
定位准确
能够保留更好的细节信息。
Abstract
Because the traditional wavelet analysis for image edge detection has disadvantages of not being sensitive to direction properties
so some improvement is made and a new kind of wavelet transform used for it is put forward.Experiment results show that compared with Canny operator
the algorithm based on wavelet transform can obtain complete image edges as well as accurate positions and can reserve detail information better.