Regulated morphological operations

被引：25

作者：

Agam, G ^{[1
]}

Dinstein, I ^{[1
]}

机构：

[1] Ben Gurion Univ Negev, Dept Elect & Comp Engn, IL-84105 Beer Sheva, Israel

来源：

PATTERN RECOGNITION | 1999年 / 32卷 / 06期

关键词：

image processing; mathematical morphology; fuzzy morphology; soft morphology; regulated morphology; document analysis;

D O I：

10.1016/S0031-3203(98)00120-4

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 regulated morphological operations are defined by extending the fitting interpretation of the ordinary morphological operations. The defined operations have a controllable strictness, and so they are less sensitive to noise and small intrusions or protrusions on the boundaries of shapes. The properties of the defined operations are described, and the relations between them and some other non-linear operations are discussed. Given an existing morphological algorithm, it is possible to try and improve the results obtained by it by using the regulated operations instead of the ordinary operations with strictness that may be optimized according: to some optimization criteria. Several examples of the proposed approach ape presented. (C) 1999 Pattern Recognition Society. Published by Elsevier Science Ltd. All rights reserved.

引用

页码：947 / 971

页数：25

共 15 条

[1]

Agam G, 1996, COMP IMAG VIS, P401

[2]

Agam G, 1998, LECT NOTES COMPUT SC, V1389, P21

[3]

AGAM G, 1998, P SSPR 98 SYDN AUSTR

[4]

AGAM G, 1996, GRAPHICS RECOGNITION, V1072, P92

[5]

AGAM G, 1996, ADV STRUCTURAL SYNTA, V1121, P60

[6]

BLOCH J, 1994, ANN MATH ARTIFICIAL, V10, P55

[7] IMAGE-ANALYSIS USING MATHEMATICAL MORPHOLOGY [J].

HARALICK, RM ;

STERNBERG, SR ;

ZHUANG, XH .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1987, 9 (04) :532-550

[8]

Kuosmanen P., 1995, Journal of Mathematical Imaging and Vision, V5, P231, DOI 10.1007/BF01248374

[9] MORPHOLOGICAL FILTERS .2. THEIR RELATIONS TO MEDIAN, ORDER-STATISTIC, AND STACK FILTERS [J].

MARAGOS, P ;

SCHAFER, RW .

IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1987, 35 (08) :1170-1184

[10] ORDER-STATISTICS IN DIGITAL IMAGE-PROCESSING [J].

PITAS, I ;

VENETSANOPOULOS, AN .

PROCEEDINGS OF THE IEEE, 1992, 80 (12) :1893-1921

← 1 2 →