Flexible real-time programming of a distributed transputer-based vision system

Q4 Computer Science
G. Schwingshakl, W. Pölzleitner
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引用次数: 0

Abstract

The authors describe the major aspects in their transputer-based automatic vision system (TAVS) aiming to implement a scaleable and easily reconfigurable system, in which the mapping of image processing and recognition algorithms to the hardware is facilitated by automatic code generation schemes, separating methodic design and implementation details. The paper presents the system design and underlying hardware architecture first. The authors describe the modules available for iconic image processing and feature extraction and selection. The code generation for the hierarchical statistical decision network is then described, followed by the implementation of the language pi for process allocation. The various system parts were tested in an implementation of real-time wooden board inspection. For this example the authors present details on typical algorithms and how they were implemented on a maintainable and scaleable industrial system.<>
基于分布式传输器的视觉系统的灵活实时编程
作者描述了他们的基于传输器的自动视觉系统(TAVS)的主要方面,旨在实现一个可扩展和易于重构的系统,其中图像处理和识别算法到硬件的映射是由自动代码生成方案促进的,分离了方法设计和实现细节。本文首先介绍了系统设计和底层硬件结构。作者描述了可用于图标图像处理和特征提取与选择的模块。然后描述了分层统计决策网络的代码生成,随后实现了用于进程分配的pi语言。对系统各部件进行了实时木板检测。对于这个例子,作者介绍了典型算法的细节,以及它们如何在可维护和可扩展的工业系统上实现。
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来源期刊
模式识别与人工智能
模式识别与人工智能 Computer Science-Artificial Intelligence
CiteScore
1.60
自引率
0.00%
发文量
3316
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