基于嵌入式Linux的视觉伺服系统设计

Y. Chao, Y. Yang, Yu Lin Xu
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引用次数: 0

摘要

本文研究的是建立一个基于嵌入式Linux的视觉伺服系统,主要用于识别和跟踪房屋中相对简单背景下的运动物体。本文首先研究了开源可视化库open CV在嵌入式Linux上的成功移植,以及软硬件平台和交叉编译环境的构建。通过Open CV对运动物体的图像进行处理。根据图像矩不变量的省特征信息实现运动目标的形状识别。通过估算运动项目轮廓的偏移量来计算机械手末端的空间值,并据此调整机械臂关节的角度。这些条件将逐渐逼近,以实现对运动物体的跟踪。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Visual servo system design based on embedded Linux
This thesis concerns the establishment of a visual servo system based on embedded Linux mainly used for recognition and tracking of the moving objects in a relatively simple background of the house. At first, the thesis studied the successful transplant of the open source visual library Open CV to the embedded Linux and the build of the hardware/software platform and cross-compiling environment. The image of the moving object is processed via Open CV. The shape recognition of the moving object is achieved according to the feature information of provincial characteristics of image-moment invariants. The spatial value of manipulator end is calculated by the estimate of the offset of the moving project's profile and then the angles of the mechanical arms' joints are adjusted accordingly. These conditions would be approximated gradually to achieve the tracking of the moving object.
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