STOCHASTIC TREE GRAMMAR INFERENCE FOR TEXTURE SYNTHESIS AND DISCRIMINATION

被引：18

作者：

LU, SY

FU, KS

机构：

[1] Department of Electrical and Computer Engineering, Syracuse University, Syracuse

[2] School of Electrical Engineering, Purdue University, West Lafayette

来源：

COMPUTER GRAPHICS AND IMAGE PROCESSING | 1979年 / 9卷 / 03期

关键词：

D O I：

10.1016/0146-664X(79)90039-X

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

In a previous paper (S. Y. Lu and K. S. Fu,Computer Graphics and Image Processing 8, 1978), we have proposed a syntactic model for texture analysis. A texture pattern is divided into fixed size windows. Windowed patterns are described by using tree representations and characterized by tree grammars. This paper introduces a texture grammar inference procedure which employs a clustering algorithm and a stochastic regular grammar inference procedure. © 1979 Academic Press, Inc. All rights reserved.

引用

页码：234 / 245

页数：12

共 8 条

[1]

Lu, Fu, A syntactic approach to texture analysis, Computer Graphics and Image Processing, 7, pp. 303-330, (1978)

[2]

Brodatz, Textures, (1966)

[3]

Fu, Booth, Grammatical inference: Introduction and survey—Parts I and II, IEEE Trans. Sys. Man. and Cybernetics, 5 SMC, (1975)

[4]

Haralick, Shanmugam, Dinstein, Textural Features for Image Classification, IEEE Trans. Sys. Man. and Cybernetics, 3 SMC, (1973)

[5]

Weszka, Dyer, Rosenfeld, A Comparative Study of Texture Measures for Terrain Classification, IEEE Trans. Sys. Man. and Cybernetics, 6 SMC, (1976)

[6]

Fu, Lu, A clustering procedure for syntactic patterns, IEEE Trans. Sys. Man and Cybernetics, 7 SMC, (1977)

[7]

Lu, Fu, A sentence-to-sentence clustering procedure for pattern analysis, Proceedings, the First International Computer Software and Applications Conference, (1977)

[8]

Fu, Stochastic language for picture analysis, Computer Graphics and Image Processing, 2, pp. 433-453, (1973)

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