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Pedestrian Collision Avoidance Systems: A Survey of Computer Vision Based Recent Studies

机译:行人碰撞避免系统:基于计算机视觉的最近研究的调查

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This paper gives a survey of recent research on pedestrian collision avoidance systems. Collision avoidance not only requires detection of pedestrians, but also collision prediction using pedestrian dynamics and behavior analysis. The paper reviews various approaches based on cues such as shape, motion, and stereo used for detecting pedestrians from visible as well as non-visible light sensors. This is followed by the study of research dealing with probabilistic modeling of pedestrian behavior for predicting collisions between pedestrian and vehicle. The literature review is also condensed in tabular form for quick reference.
机译:本文对近期行人碰撞避免系统进行了调查。碰撞避免不仅需要检测行人,还需要使用行人动态和行为分析的碰撞预测。本文回顾了基于诸如形状,运动和立体声的各种方法,用于检测从可见的行人以及不可见光传感器检测行人。其次是研究处理人行为行为概率建模的研究,以预测行人和车辆之间的碰撞。文献综述也以表格形式凝聚,以便快速参考。

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