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首页> 外文期刊>International Journal of Advanced Robotic Systems >Depth Adaptive Zooming Visual Servoing for a Robot with a Zooming Camera
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Depth Adaptive Zooming Visual Servoing for a Robot with a Zooming Camera

机译:带有变焦摄像头的机器人的深度自适应变焦视觉伺服

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摘要

To solve the view visibility problem and keep the observed object in the field of view (FOV) during the visual servoing, a depth adaptive zooming visual servoing strategy for a manipulator robot with a zooming camera is proposed. Firstly, a zoom control mechanism is introduced into the robot visual servoing system. It can dynamically adjust the camera's field of view to keep all the feature points on the object in the field of view of the camera and get high object local resolution at the end of visual servoing. Secondly, an invariant visual servoing method is employed to control the robot to the desired position under the changing intrinsic parameters of the camera. Finally, a nonlinear depth adaptive estimation scheme in the invariant space using Lyapunov stability theory is proposed to estimate adaptively the depth of the image features on the object. Three kinds of robot 4DOF visual positioning simulation experiments are conducted. The simulation experiment results show that the proposed approach has ...
机译:为了解决视觉可见性问题并在视觉伺服过程中将被观察物体保持在视场(FOV)中,提出了一种具有变焦相机的机械手的深度自适应变焦视觉伺服策略。首先,将变焦控制机制引入机器人视觉伺服系统。它可以动态调整摄像机的视野,以使对象上的所有特征点都保持在摄像机的视野内,并在视觉伺服结束时获得较高的对象局部分辨率。其次,采用不变的视觉伺服方法在变化的相机固有参数下将机器人控制到所需位置。最后,提出了一种基于李雅普诺夫稳定性理论的不变空间非线性深度自适应估计方案,可以自适应地估计物体上图像特征的深度。进行了三种机器人4DOF视觉定位仿真实验。仿真实验结果表明,该方法具有一定的实用价值。

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