基于视觉的机器人人跟随灯光变化

M. Tarokh, P. Merloti, J. Duddy, M. Lee
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引用次数: 6

摘要

本文解决了在室内和室外有明显光线变化的环境中使用颜色和形状识别的人跟随问题。这主要是通过实时控制影响光曝光的相机参数,即相机增益、快门速度和光圈来实现的。还提出了其他几种新的策略来识别和分割人与环境,并在人在困难的步行动作中迷路时重新获得人。除了相机曝光控制外,摄像机的平移和倾斜以及机器人的速度和转向都是基于检测到的人体图像的特征,如质量(面积)、质心和形状特征来控制的。该系统已在Segway机器人平台上实施,该平台配备了摄像头、车载计算机、扬声器、游戏手柄等。已经准备了一段视频,展示了各种条件下的室内和室外试验。
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Vision based robotic person following under lighting variations
The paper addresses the problem of person following using color and shape identification in indoors and outdoors environments with significant light variations. This is mainly achieved by real-time control of camera parameters affecting the light exposure, i.e. camera gain, shutter speed and iris. Several other new strategies are also proposed to recognize and segment the person from the environment, and to reacquire the person when he is lost during difficult walking maneuvers. In addition to the camera exposure control, the camera pan and tilt, and the robot speed and steering are controlled based on the characteristics of the detected personpsilas image such as mass (area), centroid, and shape characteristics. The system has been implemented on a Segway robotic platform that has been equipped with a camera, an onboard computer, loud speakers, game-pad, etc. A video has been prepared that shows indoors and outdoors trials under a variety of conditions.
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