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Real-time drogue detection and template tracking strategy for autonomous aerial refueling

机译:自主空中加油的实时滴灌检测与模板跟踪策略

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摘要

Autonomous aerial refueling technology is an effective solution to extend flight duration of unmanned aerial vehicles, and also a great challenge due to its high risk. A novel real-time drogue detection and tracking strategy of monocular vision system for autonomous aerial refueling is proposed. It uses a direct image registration-based tracking method to ensure reliable and real-time tracking, and an ROI detection based on edge features to solve the tracking drift problem. A multiply patches fusion structure is adopted in the tracking method to improve the tracking accuracy and slow the divergence speed. Finally, various experiments are conducted to validate the proposed image processing strategy. These results show that the proposed strategy obtains a high accuracy as well as the real-time performance, and achieves a better performance than state-of-the-art methods.
机译:自主空中加油技术是一种有效的解决方案,可以扩展无人驾驶飞行器的飞行时间,并且由于其高风险而产生巨大挑战。提出了一种新的自主空中加油单眼视觉系统实时滴度检测和跟踪策略。它使用基于直接图像配准的跟踪方法来确保可靠且实时跟踪,以及基于边缘特征的ROI检测,以解决跟踪漂移问题。在跟踪方法中采用乘法补丁融合结构,以提高跟踪精度并减慢分歧速度。最后,进行各种实验以验证所提出的图像处理策略。这些结果表明,所提出的策略获得高精度以及实时性能,并实现比最先进的方法更好的性能。

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  • 来源
    《Journal of Real-Time Image Processing》 |2020年第3期|437-446|共10页
  • 作者单位

    Nanjing Univ Aeronaut & Astronaut Nav Res Ctr Coll Automat Engn Nanjing Peoples R China;

    Nanjing Univ Aeronaut & Astronaut Nav Res Ctr Coll Automat Engn Nanjing Peoples R China;

    Nanjing Univ Aeronaut & Astronaut Nav Res Ctr Coll Automat Engn Nanjing Peoples R China;

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