基于颜色的视觉跟踪控制系统的设计与实现

Sho-Tsung Kao, Zong-Yu Yang, Ming-Tzu Ho
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引用次数: 3

摘要

本文研究了基于物体颜色信息的视觉伺服跟踪系统的开发问题。该系统由三部分组成:平移和倾斜机构、图像处理模块和电机控制模块。利用基于颜色检测的图像处理算法确定目标物体在空间中的位置。电机控制模块的位置控制器控制平移和倾斜机构,以跟踪和保持目标物体在摄像机的视野内。颜色检测的使用使视觉伺服系统能够在更复杂的环境下工作。利用卡尔曼滤波对飞行轨迹进行预测,提高跟踪控制的性能。此外,还研究了弹丸物理中落点的估计问题。通过实验研究验证了该系统的有效性。实验结果表明,所设计的基于颜色的视觉伺服系统具有良好的实时性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design and implementation of a color-based visual tracking control system
This paper considers the problems of developing a visual servo system to track a flying object based on the color information of the object. The system consists of three parts: a pan and tilt mechanism, image processing module and motor control module. The position of the target object in the space is determined by using the image processing algorithms based on the color detection. The position controllers of the motor control module control the pan and tilt mechanism to track and keep the target object in the field of view of cameras. Use of color detection makes the visual servo system able to work in a more complicated circumstance. The Kalman filter is used for predicting the flying trajectory to improve the performance of tracking control. Moreover, estimation of the point of fall is studied by the projectile physics. The effectiveness of the system is verified through experimental studies. The experimental results show that the designed color-based visual servo system performs well in real-time.
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