A FAST HISTOGRAM-CLUSTERING APPROACH FOR MULTILEVEL THRESHOLDING

被引：45

作者：

TSAI, DM

CHEN, YH

机构：

[1] Department of Industrial Engineering, Yuan-Ze Institute of Technology, Tao-Yuan

来源：

PATTERN RECOGNITION LETTERS | 1992年 / 13卷 / 04期

关键词：

MULTILEVEL THRESHOLDING; HISTOGRAM-CLUSTERING;

D O I：

10.1016/0167-8655(92)90075-B

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Traditional thresholding methods are computationally expensive in multi-level thresholding. In this paper a histogram-based approach, called hill-clustering, is developed. It is computationally fast and efficient. The variation of computational time of this proposed approach is insignificant regardless of the number of thresholds to be identified.

引用

页码：245 / 252

页数：8

共 8 条

[1] AUTOMATIC THRESHOLDING OF GRAY-LEVEL PICTURES USING TWO-DIMENSIONAL ENTROPY [J].

ABUTALEB, AS .

COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1989, 47 (01) :22-32

[2] A NEW METHOD FOR GRAY-LEVEL PICTURE THRESHOLDING USING THE ENTROPY OF THE HISTOGRAM [J].

KAPUR, JN ;

SAHOO, PK ;

WONG, AKC .

COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1985, 29 (03) :273-285

[3] THRESHOLD SELECTION METHOD FROM GRAY-LEVEL HISTOGRAMS [J].

OTSU, N .

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1979, 9 (01) :62-66

[4] AN OPTIMAL MULTIPLE THRESHOLD SCHEME FOR IMAGE SEGMENTATION [J].

REDDI, SS ;

RUDIN, SF ;

KESHAVAN, HR .

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1984, 14 (04) :661-665

[5] A SURVEY OF THRESHOLDING TECHNIQUES [J].

SAHOO, PK ;

SOLTANI, S ;

WONG, AKC ;

CHEN, YC .

COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1988, 41 (02) :233-260

[6] OPTIMAL THRESHOLDING - A NEW APPROACH [J].

SNYDER, W ;

BILBRO, G ;

LOGENTHIRAN, A ;

RAJALA, S .

PATTERN RECOGNITION LETTERS, 1990, 11 (12) :803-810

[7]

WESZKA JS, 1979, IEEE T SYST MAN CYB, V9, P38

[8]

1988, VISILOG PROGRAMMERS

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