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Motion detection system of an object based on a combination of the 3D Warping detection techniques and a unique object motion (POM)

机译:基于3D翘曲检测技术和唯一对象运动(POM)组合的对象运动检测系统

摘要

The invention proposes a method for detecting dynamic objects in the scene in a driver assistance system of a vehicle, comprising the steps of: - feeding signals from sensors (internal sensors, 3D sensors, cameras) of the vehicle to the driver assistance system, - generation of a surrounding model using 3D world positions based on the sensor signals and, - combination of 3D warping-based approaches and optical flow based approaches, whose gained novel key points are: a) Restriction of the search space and optimal parameterization of one of the methods based on the computation results of the other method b) Refinement and verification of the detection results of one of the methods based on the computation results of the other method - storing the detected dynamic objects and their measured motion parameters for their use in, e.g. a collision avoidance or path planning system.
机译:本发明提出了一种用于在车辆的驾驶员辅助系统中检测场景中的动态物体的方法,该方法包括以下步骤:-将信号从车辆的传感器(内部传感器,3D传感器,摄像机)馈送到驾驶员辅助系统,-根据传感器信号使用3D世界位置生成周围模型,并且-基于3D翘曲的方法和基于光流的方法的结合,其获得的新颖关键点是:a)基于另一种方法的计算结果,限制了其中一种方法的搜索空间并优化了参数设置b)根据另一种方法的计算结果改进和验证一种方法的检测结果-存储检测到的动态对象及其测量的运动参数以用于例如避免碰撞或路径规划系统。

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