A MULTISCALE TEXTURE CLASSIFIER BASED ON MULTIRESOLUTION TUNED MASK

被引：3

作者：

COHEN, HA ^{[1
]}

YOU, J ^{[1
]}

机构：

[1] LA TROBE UNIV,DEPT COMP SCI & COMP ENGN,BUNDOORA,VIC 3083,AUSTRALIA

来源：

PATTERN RECOGNITION LETTERS | 1992年 / 13卷 / 08期

关键词：

MULTISCALE; TEXTURE DISCRIMINATION; IMAGE SEGMENTATION; TEXTURE ENERGY; TUNED MASK; CONVOLUTION; CLASSIFIER;

D O I：

10.1016/0167-8655(92)90095-H

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Using a multi-resolution texture 'tuned' mask, we have realized a multi-scale texture classifier for effective segmentation of collages of Brodatz textures at various scales. Our mask tuning optimizes a performance index via a guided random search over a range of scales using a dynamic data structure.

引用

页码：599 / 604

页数：6

共 6 条

[1] CONVOLUTION-OPERATORS AS A BASIS FOR OBJECTIVE CORRELATES OF TEXTURE-PERCEPTION [J].

BENKE, KK ;

SKINNER, DR ;

WOODRUFF, CJ .

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1988, 18 (01) :158-163

[2]

Brodatz P., 1966, TEXTURES PHOTOGRAPHI

[3]

COHEN HA, 1989, 6TH P SCAND C IM AN, P930

[4] OPTIMIZATION STRATEGIES IN ADAPTIVE-CONTROL - SELECTIVE SURVEY [J].

JARVIS, RA .

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1975, SMC5 (01) :83-94

[5]

Laws K. I., 1980, TEXTURED IMAGE SEGME

[6]

YOU J, 1990, 3RD P NAT C ROB MELB, P305

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