An implementation of the Hough transformation for the identification and labelling of fixed period sinusoidal curves

被引:48
作者
Glossop, K [1 ]
Lisboa, PJG
Russell, PC
Siddans, A
Jones, GR
机构
[1] Robertson Geologging, Conwy LL31 9PX, Gwynedd, Wales
[2] Liverpool John Moores Univ, Sch Comp & Math Sci, Liverpool L3 3AF, Merseyside, England
[3] Univ Liverpool, Dept Elect Engn & Elect, Liverpool L69 3BX, Merseyside, England
基金
英国工程与自然科学研究理事会;
关键词
D O I
10.1006/cviu.1999.0747
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Hough transforms have long been used as computationally efficient methods for detecting particular shapes in images. This paper describes a practical implementation of a Hough transform for the characterisation of rock fractures in acoustic borehole images, where planar fractures ideally result in sinusoidal curves with a period equal to the perimeter of the borehole. The three remaining degrees of freedom of the sinusoid, namely its amplitude, baseline position, and phase, are successfully determined in ultrasound return images with considerable noise and clutter. (C) 1999 Academic Press.
引用
收藏
页码:96 / 100
页数:5
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