Using colour information in an omnidirectional perception system for autonomous robot localization

R. Cassinis, D. Grana, A. Rizzi
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引用次数: 17

Abstract

A localization system for mobile robots is presented. The system enables an autonomous mobile robot to locate itself along previously learned routes in a dynamic environment. The localization is based on data provided by an omnidirectional visual perception system employing optical pre-processing and neural network learning. New results have been achieved using colour information.
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利用全向感知系统中的颜色信息进行自主机器人定位
提出了一种移动机器人定位系统。该系统使自主移动机器人能够在动态环境中沿着先前学习的路线定位自己。定位是基于全向视觉感知系统提供的数据,采用光学预处理和神经网络学习。利用颜色信息获得了新的结果。
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