基于MAS的人物检测与立体分析

S. Rodriguez, Ó. Gil, F. de la Prieta, C. Zato, J. Corchado, P. Vega, M. Francisco
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引用次数: 30

摘要

本文提出了一种多智能体系统,可以处理立体图像,并利用立体相机对人进行检测。在两个阶段中的第一个阶段,系统使用视差图创建环境模型。它可以实时构建,即使在该区域存在移动物体(例如经过的人)。在第二阶段,该系统能够通过结合一系列新技术来检测人。采用多智能体系统(MAS)来处理这一问题。该系统基于协作和分布式机制,并在不同条件和环境下进行了测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
People detection and stereoscopic analysis using MAS
This paper presents a multiagent system that can process stereoscopic images and detect people with a stereo camera. In the first of two phases, the system creates a model of the environment using a disparity map. It can be constructed in real time, even if there are moving objects present in the area (such as people passing by). In the second phase, the system is able to detect people by combining a series of novel techniques. A multi-agent system (MAS) is used to deal with the problem. The system is based on cooperative and distributed mechanisms and was tested under different conditions and environments.
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