COMPARATIVE-STUDY OF HOUGH TRANSFORM METHODS FOR CIRCLE FINDING
COMPARATIVE-STUDY OF HOUGH TRANSFORM METHODS FOR CIRCLE FINDING
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DOI：
10.1016/0262-8856(90)90059-e
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发表时间：
1990-02-01
影响因子：
4.7
通讯作者：
KITTLER, J
中科院分区：
文献类型：
--
作者：
YUEN, HK;PRINCEN, J;KITTLER, J
研究了各种基于Hough变换变换的圆检测方法。所考虑的五种方法是标准Hough变换、Lietal1的快速Hough变换、两阶段Hough方法以及基于Gerig和Klein2提出的方法的两种节省空间的方法。每种方法的性能都在合成图像和冶金应用的真实图像上进行了比较。文中对每种方法的精度、可靠性、计算效率和存储要求给出了图表和评论。
A variety of circle detection methods which are based on variations of the Hough Transform are investigated. The five methods considered are the standard Hough Transform, the Fast Hough Transform of Liet al.1,a two stage Hough method, and two space saving approaches based on the method devised by Gerig and Klein2. The performance of each of the methods has been compared on synthetic imagery and real images from a metallurgical application. Figures and comments are presented concerning the accuracy, reliability, computational efficiency and storage requirements of each of the methods.