POLYHEDRAL OBJECT RECOGNITION USING HOUGH-SPACE FEATURES

被引：10

作者：

ENGELBRECHT, JR ^{[1
]}

WAHL, FM ^{[1
]}

机构：

[1] IBM CORP,DIV RES,DEPT COMMUN & COMP SCI,ZURICH RES LAB,CH-8803 RUSCHLIKON,SWITZERLAND

来源：

PATTERN RECOGNITION | 1988年 / 21卷 / 02期

关键词：

IMAGE PROCESSING - MATHEMATICAL TECHNIQUES - Graph Theory;

D O I：

10.1016/0031-3203(88)90023-4

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We propose a new technique for three-dimensional (3-D) polyhedral object recognition on the basis of a single two-dimensional (2-D) view of a 3-D scene. The binary gradient image of the captured scene is converted into the Hough-space domain. The cluster patterns originating from straight-line features of the image are explored by reasoning in Hough space. This yields an attributed graph representation of CAD-designed wire frame model objects by means of a new attributed subgraph isomorphism algorithm. Simulation experiments illustrate this promising new approach.

引用

页码：155 / 167

页数：13

共 10 条

[1]

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[2]

BILAND HP, 1986, RZ1458 IBM RES DIV Z

[3]

Hough P. V., 1962, U.S. Patent, Patent No. [3069654, 3 069 654, 3,069,654]

[4]

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[5]

Roberts L., 1968, OPTICAL ELECTROOPTIC, P159

[6]

ROSENFELD A, 1969, PICTURE PROCESSING C, P151

[7]

ULLMANN JR, 1976, J ACM, V23, P31, DOI 10.1145/321921.321925

[8]

Wahl F. M., 1986, Eighth International Conference on Pattern Recognition. Proceedings (Cat. No.86CH2342-4), P78

[9]

WAHL FM, 1985, UNPUB ROBUST FAST OB

[10]

WAHL FM, 1985, 4TH SCAND C IM AN TR

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