Development of a High Speed Vision System for Mobile Robots

A. Konno, Ryo Uchikura, T. Ishihara, T. Tsujita, T. Sugimura, J. Deguchi, M. Koyanagi, M. Uchiyama
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引用次数: 8

Abstract

In order to achieve human-like quick eye movements and image processing for intelligent mobile robots, a high speed vision system is developed. The vision system is composed of a binocular camera head and high speed image sensors. The camera head is originally designed to mount neuromorphic vision chips fabricated using three-dimensional integration technology. The prototype of the neuromorphic vision chip has three layers: (1) photoreceptor layer, (2) horizontal and bipolar cell layer, and (3) ganglion cell layer. An image sensor is separately developed, which corresponds to the photoreceptor layer of the layered vision chip. The image sensors are tentatively mounted on the camera head, since the resolution of the prototype of the layered vision chip is not sufficient at this stage. The camera head has an azimuth DOF for each eye and a common elevation DOF. The weight of the camera head is strictly limited, since it is mounted on a mobile robot. In order to satisfy both demands for the quick movements and light weight, the camera head is designed based upon a simple parallel mechanism. The total performance of the vision system is examined in this work. Saccadic eye movement and frequency response are experimentally reviewed
移动机器人高速视觉系统的研制
为了实现智能移动机器人仿人的快速眼动和图像处理,研制了一种高速视觉系统。视觉系统由双目摄像头和高速图像传感器组成。相机头最初设计用于安装使用三维集成技术制造的神经形态视觉芯片。神经形态视觉芯片的原型有三层:(1)感光层,(2)水平和双极细胞层,(3)神经节细胞层。单独开发了一种图像传感器,与分层视觉芯片的感光层相对应。由于分层视觉芯片的原型在现阶段分辨率还不够,图像传感器暂定安装在相机头上。相机头有每个眼睛的方位DOF和一个共同的仰角DOF。摄像机头的重量受到严格限制,因为它是安装在移动机器人上的。为了同时满足移动速度快和重量轻的要求,摄像机的头部采用了简单的并联机构设计。研究了视觉系统的整体性能。实验回顾了跳跃性眼球运动和频率反应
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