Analysis on real time motion estimation with active stereo camera

K. Sabe, H. Hashimoto, F. Harashima
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引用次数: 2

Abstract

We have developed an active stereo camera device called Active Eye Sensing System (AESS), which is used to measure motion parameters necessary for robot manipulation. Using AESS, we extract a moving object from the gray scale image, keep tracking, and measure its position and velocity. In order to accomplish the precise measurement, there are problems found not in the fixed camera but in the moving camera. At first simulation was done to evaluate the trajectory planning of active camera, not to lose the target object. Then, solutions to measurement problems were experimented on the real-time system. Using the measured data, optical flow based method to extract the orientation of moving object is introduced.
主动立体摄像机实时运动估计分析
我们开发了一种主动立体相机设备,称为主动眼感系统(AESS),用于测量机器人操作所需的运动参数。利用AESS,我们从灰度图像中提取运动目标,保持跟踪,并测量其位置和速度。为了实现精确测量,在固定摄像机和运动摄像机中都存在一些问题。首先进行仿真,以评估主动摄像机的轨迹规划,避免丢失目标物体。然后,在实时系统上对测量问题的解决方案进行了实验。利用实测数据,介绍了基于光流的运动物体方向提取方法。
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