Auto target detection for robot hand manipulation using an anthropomorphic active vision system

T. Yagi, N. Asano, S. Makita, Y. Uchikawa
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引用次数: 2

Abstract

In this paper, we propose a very simple method to detect an object from a camera-taken 2-D image when many objects are presented in a scene. The advantage of this method is its simplicity for use. In this method, a camera-taken image is blurred with high spatial resolution near the optical axis of the camera, and with lower resolution in the periphery. Such inhomogeneous image processing, which resembles to a primate's vision, is very effective to determine the position of each object in a scene one after another. This method is implemented into our proposed active vision system which send the position data of each target object to a robot hand controller in order to assist hand manipulation. In experiments, we show that the position of each object is detected quite easily and precisely enough for robot hand manipulation.<>
基于拟人主动视觉系统的机械手自动目标检测
在本文中,我们提出了一种非常简单的方法,当场景中出现许多物体时,从相机拍摄的二维图像中检测物体。这种方法的优点是使用简单。在该方法中,相机拍摄的图像在相机光轴附近具有高空间分辨率,而在外围具有较低的分辨率。这种类似于灵长类动物视觉的非均匀图像处理,可以非常有效地确定场景中每个物体的位置。该方法被应用到主动视觉系统中,该系统将每个目标物体的位置数据发送到机器人手部控制器,以辅助手部操作。在实验中,我们证明了每个物体的位置都很容易被检测到,并且足够精确,可以用于机械手操作。
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