Active sensing in vision-based stereotyped motion

H. Mori
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引用次数: 11

Abstract

TV camera is constrained in its visual angle, function of pattern recognition and processing speed. To meet these problems, an active sensing paradigm is applied on such vision-based stereo-typed motions as moving along a sign pattern, moving for sighting and following a person. In each stereo-typed motion the active sensing paradigm is defined by fixed control patterns of locomotion and TV camera panning-tilting. By utilizing a stereo-typed motion with active sensing or its fixed sequence, the robot can decrease searching failures and localization errors of sign patterns and can shorten processing time. By implementing the active sensing on the mobile robot, Harunobu-4, it was able to perform geometrical pattern-paved sidewalk and to turn a corner near which poles or walls stand.<>
基于视觉的刻板运动主动感知
电视摄像机在视角、模式识别功能和处理速度等方面受到限制。为了解决这些问题,主动感知范式被应用于基于视觉的刻板运动,如沿着标志模式移动,为观察和跟随一个人而移动。在每个定型运动中,主动感知范式由运动和电视摄像机平移-倾斜的固定控制模式定义。机器人利用具有主动感知或固定序列的定型运动,可以减少标识模式的搜索失败和定位错误,缩短处理时间。通过在移动机器人Harunobu-4上实施主动传感,它能够执行几何图案铺设的人行道,并在靠近柱子或墙壁的拐角处转弯。
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