基于前庭-眼反射的主动视觉跟踪研究

Nianqiang Cui, Liying Su, Lilei Zhao, Ying Dai
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引用次数: 0

摘要

运动目标跟踪是机器人视觉领域的一个重要研究方向。当目标跟踪系统受到外界或自身的干扰时,跟踪失败仍然是一个具有挑战性的问题。本文基于前庭眼反射原理及其自适应特性,引入模糊控制对系统的控制参数进行补偿,减少了外界对系统的干扰,改善了对目标的跟踪控制系统。通过模仿和学习人类视觉系统的机制,可以提高目标跟踪的性能。本文构建了“头-眼”结构。通过对系统不同干扰的实验,将瞄准具固定在目标上,验证了算法的有效性。
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Research on Active Visual Tracking Based on Vestibulo-Ocular Reflex
Tracking moving objects is an important research direction in the field of robot vision. Tracking failure is still a challenging problem when the object tracking system is disturbed by the outside world or itself. In this paper, based on the theory of vestibulo-ocular reflex and its adaptive characteristics, fuzzy control is introduced to compensate the control parameters of the system, which leads to reduction of the external interference to the system and improvement of the tracking control system of the object. By imitating and learning the mechanism of human visual system, the performance of object tracking can be improved. In this paper, a "head-eye" structure is built. By experimenting with different interferences on the system, the sight is fixed on the target, which verifies the effectiveness of the algorithm.
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