Design of neural network-based microchip for color segmentation

被引：1

作者：

Fiesler, E ^{[1
]}

Duong, T ^{[1
]}

Trunov, A ^{[1
]}

机构：

[1] Intelligent Opt Syst Inc, Torrance, CA 90505 USA

来源：

APPLICATIONS AND SCIENCE OF COMPUTATIONAL INTELLIGENCE III | 2000年 / 4055卷

关键词：

color segmentation; neural network; CMOS technology; photo diode array; image processing;

D O I：

10.1117/12.380576

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents an overview of current ongoing research and design efforts conducted by Intelligent Optical Systems, Inc. in the area of hardware-based color segmentation. We discuss the specifics of the design of a microchip that combines a hardwired hybrid neural network with on-chip color imaging. Several preliminary tests show high approximation ability of our scheme. The single-chip implementation has many advantages. The final product will consist of an RGB pixel array with infinite (analog) color depth and a neural network capable of high speed image segmentation.

引用

页码：228 / 237

页数：10

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