POLYGONAL SHAPE-RECOGNITION USING STRING-MATCHING TECHNIQUES

被引:74
作者
MAES, M
机构
[1] Philips Research Laboratories, 5600 JA Eindhoven, Room WY-256
关键词
PATTERN RECOGNITION; AUTOMATIC INSPECTION; POLYGONAL SHAPES; STRING-MATCHING; CYCLIC STRINGS;
D O I
10.1016/0031-3203(91)90056-B
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper we study several aspects of the use of string-matching techniques as an approach to the problem of recognizing and classifying polygons. Several authors have already proposed methods for polygon recognition that are based on string-matching. In many cases, however, linear strings are used to represent polygons, which makes it difficult to handle different orientations of an object efficiently. We can, however, easily extend the linear string-matching techniques to cyclic strings, at some small computational cost. We will propose a method to represent polygons as cyclic strings and we will show how cyclic string-matching techniques can be used for rotation-, translation- and scale-independent polygonal shape recognition. We will, however, also point out the limitations of such an approach.
引用
收藏
页码:433 / 440
页数:8
相关论文
共 21 条
[1]   HYPER - A NEW APPROACH FOR THE RECOGNITION AND POSITIONING OF TWO-DIMENSIONAL OBJECTS [J].
AYACHE, N ;
FAUGERAS, OD .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1986, 8 (01) :44-54
[2]  
BELLEAU J, 1987, SPIE P ADV IMAGE PRO, V804, P28
[3]   OPTIMAL MATCHING OF CONVEX POLYGONS [J].
COX, P ;
MAITRE, H ;
MINOUX, M ;
RIBEIRO, C .
PATTERN RECOGNITION LETTERS, 1989, 9 (05) :327-334
[4]   SHAPE MATCHING USING RELAXATION TECHNIQUES [J].
DAVIS, LS .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1979, 1 (01) :60-72
[5]   OPTIMAL MATCHING OF DEFORMED PATTERNS WITH POSITIONAL INFLUENCE [J].
FAN, TI .
INFORMATION SCIENCES, 1987, 41 (03) :259-280
[6]  
KASHYAP RL, 1982, 6TH P INT C PATT REC, P472
[7]   USING POLYGONS TO RECOGNIZE AND LOCATE PARTIALLY OCCLUDED OBJECTS [J].
KOCH, MW ;
KASHYAP, RL .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1987, 9 (04) :483-494
[8]  
LIU HC, 1989, SPIE P INTELLIGENT R, V1002, P92
[9]   SENTENCE-TO-SENTENCE CLUSTERING PROCEDURE FOR PATTERN-ANALYSIS [J].
LU, SY ;
FU, KS .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1978, 8 (05) :381-389
[10]  
LU SY, 1977, IEEE T COMPUT, V26, P1268, DOI 10.1109/TC.1977.1674788