Topological operators for grayscale image processing

被引:41
作者
Couprie, M [1 ]
Bezerra, FN [1 ]
Bertrand, G [1 ]
机构
[1] ESIEE, Lab A2SI, F-93162 Noisy Le Grand, France
关键词
D O I
10.1117/1.1408316
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In recent work, we introduced some topological notions for grayscale images based on a cross-section topology. In particular, the notion of destructible point, which corresponds to the classical notion of simple point, allows us to build operators that simplify a grayscale image while preserving its topology. In this paper, we introduce new notions and operators in the framework of the cross-section topology. In particular, the notion of the lambda -destructible point allows us to selectively modify the topology, based on a local contrast parameter lambda. By combining homotopic and nonhomotopic operators, we introduce new methods for filtering, thinning, segmenting, and enhancing grayscale images. (C) 2001 SPIE and IS&T.
引用
收藏
页码:1003 / 1015
页数:13
相关论文
共 23 条
[1]   Topological changes in grey-tone digital pictures [J].
Arcelli, C .
PATTERN RECOGNITION, 1999, 32 (06) :1019-1023
[2]   FINDING GREY-SKELETONS BY ITERATED PIXEL REMOVAL [J].
ARCELLI, C ;
RAMELLA, G .
IMAGE AND VISION COMPUTING, 1995, 13 (03) :159-167
[3]  
Bertrand G, 1997, J ELECTRON IMAGING, V6, P395, DOI 10.1117/12.276856
[4]   SIMPLE POINTS, TOPOLOGICAL NUMBERS AND GEODESIC NEIGHBORHOODS IN CUBIC GRIDS [J].
BERTRAND, G .
PATTERN RECOGNITION LETTERS, 1994, 15 (10) :1003-1011
[5]  
Beucher S., 2018, Mathematical morphology in image processing, P433, DOI DOI 10.1201/9781482277234-12
[7]   Topological grayscale watershed transformation [J].
Couprie, M ;
Bertrand, G .
VISION GEOMETRY VI, 1997, 3168 :136-146
[8]   FAST ALGORITHMS FOR LOW-LEVEL VISION [J].
DERICHE, R .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1990, 12 (01) :78-87
[9]   THINNING ALGORITHMS FOR GRAY-SCALE PICTURES [J].
DYER, CR ;
ROSENFELD, A .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1979, 1 (01) :88-89
[10]  
EVERAT JC, 1997, THESIS U D DIDEROT P