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Sensors technologies for intelligent vehicles perception systems: A comparison between vision and 3D-LIDAR

机译:传感器智能车辆知识系统技术:视觉和3D-LIDAR之间的比较

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3D laser based technology has gained in the past, with the DARPA challenges, a first player place in the arena of sensing technologies for intelligent vehicles. Today, these devices are employed successfully in many new implementations to obtain a 360 degrees view of the area around the vehicle, providing a very dense 3D point cloud that covers an extended range. However, such technology has demonstrated big limitations for being a competitive candidate for off-the-shelf production, in terms of costs and impact on the vehicle design. These requirements are hardly compatible with the constraints dictated by car makers. On the other hand computer vision systems are now being integrated in the cars for many commercial ADAS and are reaching, close enough results in terms of sensing performance to be a viable alternative to the perception benefits offered by the 3D LIDARS. This paper compares pros and cons for these two technologies, using a novel FPGA based stereo vision system implementation, discussing features, and alternatives.
机译:3D基于激光的技术在过去中获得,DARPA挑战是智能车辆传感技术领域的第一名球员。如今,这些设备在许多新的实施过程中成功地使用,以获得车辆周围区域的360度视图,提供一个非常密集的3D点云,覆盖延伸范围。然而,在成本和对车辆设计的影响方面,这种技术已经表现出作为现成生产的竞争候选者的巨大限制。这些要求与汽车制造商决定的约束几乎兼容。另一方面,电脑视觉系统现在正在为许多商业ADA的汽车集成,并且在传感性能方面达到足够的结果,是3D Lidars提供的感知效益的可行替代品。本文使用新型FPGA的立体声视觉系统实施,讨论特征和替代方案来比较这两种技术的优点和缺点。

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