A COMPARATIVE-STUDY OF MATRIX MEASURES FOR MAXIMUM-LIKELIHOOD TEXTURE CLASSIFICATION

被引：6
作者：
BERRY, JR [1 ]
GOUTSIAS, J [1 ]
机构：
[1] JOHNS HOPKINS UNIV, DEPT ELECT & COMP ENGN, IMAGE ANAL & COMMUN LAB, BALTIMORE, MD 21218 USA
来源：
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS | 1991年 / 21卷 / 01期
关键词：
D O I：
10.1109/21.101156
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
The performance of various matrix features in clasifying synthetic and natural textures is compared by using the features directly in a maximum likelihood texture classifier. The matrix texture features examined are the spatial gray-level dependence matrix, the neighboring gray-level dependence matrix and the neighboring spatial gray-level dependence matrix.
引用
收藏
页码：252 / 261
页数：10
相关论文
共 21 条
[1]  
Brodatz P., 1966, TEXTURES PHOTOGRAPHI
[2]   SEGMENTATION BY TEXTURE USING A CO-OCCURRENCE MATRIX AND A SPLIT-AND-MERGE ALGORITHM [J].
CHEN, PC ;
PAVLIDIS, T .
COMPUTER GRAPHICS AND IMAGE PROCESSING, 1979, 10 (02) :172-182
[3]   TEXTURE IMPERFECTIONS [J].
CHETVERIKOV, D .
PATTERN RECOGNITION LETTERS, 1987, 6 (01) :45-50
[4]   SEGMENTATION OF A HIGH-RESOLUTION URBAN SCENE USING TEXTURE OPERATORS [J].
CONNERS, RW ;
TRIVEDI, MM ;
HARLOW, CA .
COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1984, 25 (03) :273-310
[5]   A THEORETICAL COMPARISON OF TEXTURE ALGORITHMS [J].
CONNERS, RW ;
HARLOW, CA .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1980, 2 (03) :204-222
[6]  
Devijver PA, 1982, PATTERN RECOGNITION
[7]   A NEW METHOD FOR TEXTURE FIELDS SYNTHESIS - SOME APPLICATIONS TO THE STUDY OF HUMAN-VISION [J].
GAGALOWICZ, A .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1981, 3 (05) :520-533
[8]   STATISTICAL AND STRUCTURAL APPROACHES TO TEXTURE [J].
HARALICK, RM .
PROCEEDINGS OF THE IEEE, 1979, 67 (05) :786-804
[9]   TEXTURAL FEATURES FOR IMAGE CLASSIFICATION [J].
HARALICK, RM ;
SHANMUGAM, K ;
DINSTEIN, I .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1973, SMC3 (06) :610-621
[10]   TEXTURE FEATURE-EXTRACTION [J].
HE, DC ;
WANG, L ;
GUIBERT, J .
PATTERN RECOGNITION LETTERS, 1987, 6 (04) :269-273
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