智能车辆双焦点立体视觉

F. Rovira-Más, Qi Wang, Qin Zhang
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引用次数: 9

摘要

自动驾驶汽车的实时3D感知带来的诸多好处促使人们将立体摄像头整合到智能汽车的感知单元中。相机与物体之间的距离对于自动导航和保护等应用至关重要;然而,对车辆前方物体位置的错误估计可能会导致危险的行为。因此,在感知引擎的设计中有一个重点,那就是能够在相机前提供一个丰富而可靠的距离间隔。这项研究的目的是开发一种立体头,能够同时从两个摄像头捕捉3D信息,感知不同但互补的视野。为了做到这一点,双焦点感知的概念被定义和物理物化的实验双焦点立体相机。通过现场试验验证了该装配系统的有效性,结果表明,头部的每一对立体视觉都在一个奇异的距离区间内表现优异。这两个间隔的融合导致了对现实的更忠实的表现。
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Bifocal Stereoscopic Vision for Intelligent Vehicles
The numerous benefits of real-time 3D awareness for autonomous vehicles have motivated the incorporation of stereo cameras to the perception units of intelligent vehicles. The availability of the distance between camera and objects is essential for such applications as automatic guidance and safeguarding; however, a poor estimation of the position of the objects in front of the vehicle can result in dangerous actions. There is an emphasis, therefore, in the design of perception engines that can make available a rich and reliable interval of ranges in front of the camera. The objective of this research is to develop a stereo head that is capable of capturing 3D information from two cameras simultaneously, sensing different, but complementary, fields of view. In order to do so, the concept of bifocal perception was defined and physically materialized in an experimental bifocal stereo camera. The assembled system was validated through field tests, and results showed that each stereo pair of the head excelled at a singular range interval. The fusion of both intervals led to a more faithful representation of reality.
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