Towards cost-effective and versatile real-time vision based on a distributed system of personal computers

O. Martinez Bruno, L. da Fontoura Costa
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Abstract

Reports the development of a cost-effective framework for the implementation of a versatile computer vision system, namely the Cyvis-1. Based on a strong biological motivation, the Cyvis-1 approach presents as underlying structure the multistage integration paradigm, which is inherently suitable for parallelization and representation through the OOP/GUI concepts. A model for the parallelization of this system is defined that incorporates multitasking, distributed processors, and message interchange through channels. The implementation of each of these parallel features in IBM-PC compatible machines running under Windows 95 is described and an application example is presented.
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朝着基于个人计算机分布式系统的低成本、多用途的实时视觉发展
报告开发一种具有成本效益的框架,用于实施多功能计算机视觉系统,即Cyvis-1。基于强烈的生物学动机,Cyvis-1方法将多阶段集成范式作为底层结构,它本质上适合于通过OOP/GUI概念进行并行化和表示。定义了该系统的并行化模型,该模型包含多任务处理、分布式处理器和通过通道进行消息交换。描述了这些并行特性在Windows 95下运行的IBM-PC兼容机器上的实现,并给出了一个应用实例。
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