A Hough transform-based method for fast detection of fixed period sinusoidal curves in images

被引：0

作者：

Zou, CC ^{[1
]}

Shi, G ^{[1
]}

机构：

[1] Peking Univ, Sch Earth & Space Sci, Beijing 100871, Peoples R China

来源：

2002 6TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS I AND II | 2002年

关键词：

image; sinusoidal curve; detection; Hough transform(HT);

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper deals with research on detecting a kind of fixed period sinusoidal curves in images. A novel method based on Hough transform is proposed for the purpose, which proceeds on two stages. The first stage locates the baselines of sinusoidal curves using a voting process. The second stage determines the amplitude and original phase of the curve corresponding to a baseline position by a 2-D Hough transform. Experimental results are given for synthetic images with and without noise. Compared to the standard Hough transform, this method reduces the computer storage and. computation significantly, and saves much more time.

引用

页码：909 / 912

页数：4

共 11 条

[1] MULTIRESOLUTION HOUGH TRANSFORM - AN EFFICIENT METHOD OF DETECTING PATTERNS IN IMAGES [J].

ATIQUZZAMAN, M .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1992, 14 (11) :1090-1095

[2] An implementation of the Hough transformation for the identification and labelling of fixed period sinusoidal curves [J].

Glossop, K ;

Lisboa, PJG ;

Russell, PC ;

Siddans, A ;

Jones, GR .

COMPUTER VISION AND IMAGE UNDERSTANDING, 1999, 74 (01) :96-100

[3]

GONEID A, 1997, P IEEE INT C SYST MA, V4, P3154

[4]

Hough PV., 1962, US Patent, Patent No. 3069654

[5] A SURVEY OF THE HOUGH TRANSFORM [J].

ILLINGWORTH, J ;

KITTLER, J .

COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1988, 44 (01) :87-116

[6] THE ADAPTIVE HOUGH TRANSFORM [J].

ILLINGWORTH, J ;

KITTLER, J .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1987, 9 (05) :690-698

[7]

LEI XU, 1990, PATTERN RECOGN, V11, P331, DOI DOI 10.1016/0167-8655(90)90042-Z

[8] Ellipse detection based on symmetry [J].

Lei, YW ;

Wong, KC .

PATTERN RECOGNITION LETTERS, 1999, 20 (01) :41-47

[9]

LI H, 1986, COMPUTER VISION GRAP, V36, P1090

[10] Semi-automatic analysis of rock fracture orientations from borehole wall images [J].

Thapa, BB ;

Hughett, P ;

Karasaki, K .

GEOPHYSICS, 1997, 62 (01) :129-137

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