首页> 外文会议>Intelligent Robots and Systems, 2003. (IROS 2003). Proceedings. 2003 IEEE/RSJ International Conference on >Automation of assembly task in distribution power line work and its application to outdoor environment field
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Automation of assembly task in distribution power line work and its application to outdoor environment field

机译:配电线路工作中装配任务的自动化及其在室外环境中的应用

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This paper describes the practical application of robot vision techniques to electricity distribution work. To cope with variable outdoor lighting conditions and diverse backgrounds due to unstructured outdoor environments, we have developed two methods of detecting an object's 3D position using both 2D gray-scale image and 3D range image. The first method locates a target object as a 2D image taken at a distance. Although the resolution of a 3D range image taken from the same position is too low to extract the object's surface geometry, it is effective to eliminate the background section from the 2D image based on the distance threshold. The second method generates an online template image of the object to be worked on. This enables reliable real-time visual tracking by stereovision despite the variations of the object's shape and appearance. Here we show how these methods are implemented and effectively used in distribution work.
机译:本文介绍了机器人视觉技术在配电工作中的实际应用。为了应对由于结构化户外环境而导致的各种户外照明条件和各种背景,我们开发了两种使用2D灰度图像和3D范围图像检测对象3D位置的方法。第一种方法将目标对象定位为远距离拍摄的2D图像。尽管从相同位置拍摄的3D范围图像的分辨率太低,无法提取对象的表面几何形状,但是基于距离阈值从2D图像中消除背景部分还是有效的。第二种方法生成要处理的对象的在线模板图像。无论物体的形状和外观如何变化,这都可以通过立体视觉实现可靠的实时视觉跟踪。在这里,我们展示了这些方法是如何在分发工作中实施和有效使用的。

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