用于移动平台的两自由度图像稳定视觉跟踪系统

Qian Jiachen
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引用次数: 2

摘要

提出并设计了一种具有稳像功能和目标跟踪功能的基于二自由度帧的视觉跟踪系统。该系统采用MEMS传感器信号处理技术、基于微控制器的步进电机控制和基于灰度投影的电子稳像技术,对大角度变化和高频小幅度抖动具有良好的稳定性。通过在CamShift框架中结合卡尔曼滤波,提高了在相似背景下的目标跟踪性能。所设计的视觉跟踪装置具有良好的稳像性能,可以在目标颜色与背景相似的情况下进行连续稳定的跟踪。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Two-degree-of-freedom visual tracking system with image stabilization for mobile platforms
A two-degree-of-freedom frame-based visual tracking system with image stabilization function and target tracking function is proposed and designed in this paper. By applying MEMS sensor signal processing technology, micro controller-based stepper motor control and electronic image stabilization technology based on grayscale projection, the system has good stability against large angle changes and high-frequency small-amplitude jitter. By combining the Kalman filter in the CamShift framework, the target tracking performance in the similar background is improved. The designed visual tracking device has good image stabilization performance and can perform continuously stable tracking when the target color is similar to the background.
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