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VISION GUIDED MOTION CONTROL OF A BIOMIMETIC QUADRUPED ROBOT-ROBOCAT

机译:仿生四足机器人的视觉引导运动控制

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This paper presents the vision system and visual processing for a biomimetic elastic cable-driven quadruped robot- Robo-Cat. This paper presents the vision system and visual processing for a biomimetic elastic cable-driven quadruped robot- RoboCat. The paper is geared towards selection of appropriate visual servoing techniques for RoboCat such as vision algorithms, high-level cognition algorithms, software architecture and hardware implementation. The system uses two video cameras for stereo vision data acquisition and a SUMIT-ism form factor embedded computer for vision data processing. The vision system employs a color based target recognition algorithm, a neural network based shape recognition algorithm and a Color and Zernike moment based face detection algorithm. The paper presents the vision algorithms, vision guidance and motion tracking algorithms, rule-based decision making algorithms and the open architecture of the autonomous vision tracking system. Experimental testing results (including video clips) are also presented.
机译:本文介绍了仿生弹性电缆驱动的四足机器人Robo-Cat的视觉系统和视觉处理。本文介绍了仿生弹性电缆驱动的四足机器人RoboCat的视觉系统和视觉处理。本文旨在为RoboCat选择合适的视觉伺服技术,例如视觉算法,高级认知算法,软件体系结构和硬件实现。该系统使用两台摄像机进行立体视觉数据采集,并使用SUMIT-ism外形嵌入式计算机进行视觉数据处理。视觉系统采用基于颜色的目标识别算法,基于神经网络的形状识别算法以及基于Color和Zernike矩的面部检测算法。本文介绍了视觉算法,视觉指导和运动跟踪算法,基于规则的决策算法以及自主视觉跟踪系统的开放式体系结构。还介绍了实验测试结果(包括视频剪辑)。

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