TEXTURE DESCRIPTORS BASED ON COOCCURRENCE MATRICES

被引：156

作者：

GOTLIEB, CC

KREYSZIG, HE

机构：

[1] Univ of Toronto, Canada

来源：

COMPUTER VISION GRAPHICS AND IMAGE PROCESSING | 1990年 / 51卷 / 01期

关键词：

Computer Vision - Mathematical Models - Pattern Recognition - Statistical Methods;

D O I：

10.1016/S0734-189X(05)80063-5

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Focuses on the problem of texture classification using statistical descriptors based on co-occurrence matrices. The derivation of a general model for analysis and interpretation of experimental results in texture analysis is presented. Six representative classifiers; give a systematic study of the discrimination power of all 63 combinations of these classifiers on 13 samples of Brodatz textures. -after Authors

引用

页码：70 / 86

页数：17

共 17 条

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JULESZ, B
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[3] PERCEPTUAL ANALYZERS UNDERLYING VISUAL TEXTURE DISCRIMINATION .2.
CAELLI, T
JULESZ, B
GILBERT, E
[J]. BIOLOGICAL CYBERNETICS, 1978, 29 (04) : 201 - 214
[4] Feigenbaum E. A., 1982, HDB ARTIFICIAL INTEL, V3
[5] GAGALOWICZ A, 1980, 5TH P INT C PATT REC, V1, P786
[6] TEXTURAL FEATURES FOR IMAGE CLASSIFICATION
HARALICK, RM
SHANMUGAM, K
DINSTEIN, I
[J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1973, SMC3 (06): : 610 - 621
[7] TEXTURAL ANALYSIS AND REAL-TIME CLASSIFICATION OF SEA ICE TYPES USING DIGITAL SAR DATA
HOLMES, QA
NUESCH, DR
SHUCHMAN, RA
[J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1984, 22 (02): : 113 - 120
[8] HOLT RC, 1984, INTRO COMPUTER SCI U
[9] JULESZ B, 1975, SCI AM, V232, P2
[10] KENDER JR, 1980, CMUCS81102 CARN MELL

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