目的型计算机视觉系统:多智能体方法

Reinaldo A. C. Bianchi, A. Rillo
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引用次数: 7

摘要

本文描述了一种用于视觉引导任务的有目的计算机视觉系统,以及用于对其建模的多智能体体系结构。在这个架构中,视觉系统的目的被分解成一组行为,这些行为被转化为特定的任务。目的、行为和任务,以及它们之间的关系,使用多智能体方法建模。目的是由一个由自主代理组成的社会建模的,这些代理通过一种共同的语言进行交流,每个代理负责特定的视觉引导行为,任务由基本代理代表,以层次结构组织。给出了作为体系结构测试平台的系统的描述,以及代理的实现及其通信方法的一些细节。最后,对基本药剂的使用进行了简要讨论,并提出了今后的研究方向。
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A purposive computer vision system: a multi-agent approach
This paper describes a purposive computer vision system for visually guided tasks and a multi-agent architecture used to model it. In this architecture, the vision system's purpose is decomposed into a set of behaviors, which are translated into specific tasks. Purpose, behaviors and tasks, as well as the relationship among them, are modeled using a multi-agent approach. Purpose is modeled by a society of autonomous agents, which communicate through a common language, each one responsible for a specific visually guided behavior, tasks are represented by basic agents, organized in a hierarchical structure. A description of a system that is being implemented as a testbed for the architecture is given, with some details on the implementation of the agents and its communication methods. Finally, a brief discussion about the use of the basic agents is done and research directions are proposed.
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