FINDING GREY-SKELETONS BY ITERATED PIXEL REMOVAL

被引:19
作者
ARCELLI, C
RAMELLA, G
机构
[1] Istituto di Cibernetica, CNR, 80072 Arco Felice, Napoli
关键词
GRAY-SCALE IMAGE; RIDGE; HOLLOW; REMOVAL OPERATION; PARALLEL THINNING; GREY-SKELETON;
D O I
10.1016/0262-8856(95)90836-W
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The grey-skeleton is understood as a connected subset of a grey-scale pattern, which is a stylized version consisting of a network of digital lines centrally placed along local higher intensity regions. We present a parallel thinning algorithm that relies on the iterated erosion of the pattern, and which proceeds from lower grey values towards higher ones until the grey-skeleton is finally obtained. The process includes a preliminary phase in which the significance of the hollows and plateaux possibly existing in the pattern is investigated. In particular, the hollows with a significant depth are regarded as topological constraints for the skeleton structure.
引用
收藏
页码:159 / 167
页数:9
相关论文
共 21 条
[11]   THINNING METHODOLOGIES - A COMPREHENSIVE SURVEY [J].
LAM, L ;
LEE, SW ;
SUEN, CY .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1992, 14 (09) :869-885
[12]  
NAKAGAWA Y, 1978, IEEE T SYST MAN CYB, V8, P632
[13]  
PRESTON K, 1984, MODERN CELLULAR AUTO
[14]   A TEMPLATE POLYNOMIAL APPROACH FOR IMAGE-PROCESSING AND VISUAL RECOGNITION [J].
QIAN, K ;
BHATTACHARYA, P .
PATTERN RECOGNITION, 1992, 25 (12) :1505-1515
[15]   CHARACTERIZATION OF PARALLEL THINNING ALGORITHMS [J].
ROSENFELD, A .
INFORMATION AND CONTROL, 1975, 29 (03) :286-291
[16]   PATTERN RECOGNITION [J].
RUTOVITZ, D .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-GENERAL, 1966, 129 :504-530
[17]   THE RIDGE-SEEKING METHOD FOR OBTAINING THE SKELETON OF DIGITAL IMAGES [J].
SALARI, E ;
SIY, P .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1984, 14 (03) :524-528
[18]  
WANG L, 1993, CVGIP-IMAG UNDERSTAN, V58, P352, DOI 10.1006/ciun.1993.1047
[19]  
WANG L, 1993, IEEE T PAMI, V10, P1053
[20]  
YOKOI S, 1975, COMPUT GRAPHICS IMAG, V4, P63