使用事件摄像机的抛射物视觉寻的制导

Marceau Bamond, N. Hueber, G. Strub, S. Changey, Jonathan Weber
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引用次数: 0

摘要

与基于帧的视觉流相比,事件驱动的视觉流提供了非常低的带宽需求和高时间分辨率,使其成为嵌入式对象识别的有趣选择。这种视觉系统被认为克服了标准摄像机的性能,但尚未在弹射物寻的制导框架中进行研究,具有严格的导航限制。这项工作从标准摄像机和事件摄像机之间的第一个交互模型开始,在无人值守的地面传感器和静态位置的态势感知应用的背景下进行验证。在本文中,我们建议通过从移动位置引入更高级别的活动分析和对象识别来扩展第一个交互模型。首先通过目标激光指定场景和光流计算验证制导参数,研究了基于事件的末制导系统。对实时嵌入式处理技术进行了评估,为未来快速导航系统的演示设计做准备。使用具有多线程特征提取的嵌入式Linux体系结构获得了第一个结果。本文展示并评论了这些初步结果。
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Visual homing guidance for projectiles using event-cameras
Compared to frame-based visual streams, event-driven visual streams offer very low bandwidth needs and high temporal resolution, making them an interesting choice for embedded object recognition. Such visual systems are seen to overcome standard cameras performances but have not yet been studied in the frame of Homing Guidance for projectiles, with drastic navigation constraints. This work starts from a first interaction model between a standard camera and an event camera, validated in the context of unattended ground sensors and situational awareness applications from a static position. In this paper we propose to extend this first interaction model by bringing a higher-level activity analysis and object recognition from a moving position. The proposed event-based terminal guidance system is studied firstly through a target laser designation scenario and the optical flow computation to validate guidance parameters. Real-time embedded processing techniques are evaluated, preparing the design of a future demonstrator of a very fast navigation system. The first results have been obtained using embedded Linux architectures with multi-threaded features extractions. This paper shows and comments these first results.
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发文量
34
审稿时长
9 weeks
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