AN INVARIANT PATTERN-RECOGNITION MACHINE USING A MODIFIED ART ARCHITECTURE

被引：3

作者：

SRINIVASA, N ^{[1
]}

JOUANEH, M ^{[1
]}

机构：

[1] UNIV RHODE ISL,DEPT MECH ENGN,KINGSTON,RI 02881

来源：

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS | 1993年 / 23卷 / 05期

关键词：

D O I：

10.1109/21.260674

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

A novel invariant pattern recognition machine is proposed based on a modified ART architecture. Invariance is achieved by adding a new layer called F23, beyond the F2 layer in the ART architecture. The design of the weight connections between the nodes of the F2 layer and the cells of the F3 layer are similar to the invariance net. Computer simulations show that the model is not only invariant to translations and rotations of 2-D binary images but also noise-tolerant to these transformed images.

引用

页码：1432 / 1437

页数：6

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