A thresholding method based on two-dimensional Renyi's entropy

被引：183

作者：

Sahoo, PK ^{[1
]}

Arora, G

机构：

[1] Univ Louisville, Dept Math, Louisville, KY 40292 USA

[2] Xavier Univ, Dept Math, New Orleans, LA 70125 USA

来源：

PATTERN RECOGNITION | 2004年 / 37卷 / 06期

关键词：

Renyi entropy; Shannon entropy; image thresholding; maximum entropy sum method; entropic correlation method; two-dimensional histogram; two-dimensional entropic thresholding method;

D O I：

10.1016/j.patcog.2003.10.008

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 present a new thresholding technique based on two-dimensional Renyi's entropy. The two-dimensional Renyi's entropy was obtained from the two-dimensional histogram which was determined by using the gray value of the pixels and the local average gray value of the pixels. This new method extends a method due to Sahoo et al. (Pattern Recognition 30 (1997) 71) and includes a previously proposed global thresholding method due to Abutaleb (Pattern Recognition 47 (1989) 22). Further, Our method extends a global thresholding method due to Chang et at. (IEEE Trans. Image Process. 4 (1995) 370) to the two-dimensional setting. The effectiveness of the proposed method is demonstrated by using examples from the real-world and synthetic images. (C) 2003 Pattern Recognition Society. Published by Elsevier Ltd. All rights reserved.

引用

页码：1149 / 1161

页数：13

共 64 条

[1] AUTOMATIC THRESHOLDING OF GRAY-LEVEL PICTURES USING TWO-DIMENSIONAL ENTROPY
ABUTALEB, AS
[J]. COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1989, 47 (01): : 22 - 32
[2] AHUJA N, 1978, IEEE T SYST MAN CYB, V8, P895
[3] [Anonymous], IEEE T SYST MAN CYBE
[4] ENTROPIC THRESHOLDING USING A BLOCK SOURCE MODEL
BEGHDADI, A
LENEGRATE, A
DELESEGNO, PV
[J]. GRAPHICAL MODELS AND IMAGE PROCESSING, 1995, 57 (03): : 197 - 205
[5] SEGMENTATION OF IMAGES HAVING UNIMODAL DISTRIBUTIONS
BHANU, B
FAUGERAS, OD
[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1982, 4 (04) : 408 - 419
[6] AUTOMATIC TARGET RECOGNITION - STATE-OF-THE-ART SURVEY
BHANU, B
[J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1986, 22 (04) : 364 - 379
[7] THRESHOLDING OF DIGITAL IMAGES USING 2-DIMENSIONAL ENTROPIES
BRINK, AD
[J]. PATTERN RECOGNITION, 1992, 25 (08) : 803 - 808
[8] A new approach to identify big rocks with applications to the mining industry
Cabello, E
Sánchez, MA
Delgado, J
[J]. REAL-TIME IMAGING, 2002, 8 (01) : 1 - 9
[9] A RELATIVE ENTROPY-BASED APPROACH TO IMAGE THRESHOLDING
CHANG, CI
CHEN, K
WANG, JW
ALTHOUSE, MLG
[J]. PATTERN RECOGNITION, 1994, 27 (09) : 1275 - 1289
[10] A FAST 2-DIMENSIONAL ENTROPIC THRESHOLDING ALGORITHM
CHEN, WT
WEN, CH
YANG, CW
[J]. PATTERN RECOGNITION, 1994, 27 (07) : 885 - 893

← 1 2 3 4 5 6 7 →