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Rear-Stitched View Panorama: A Low-Power Embedded Implementation for Smart Rear-View Mirrors on Vehicles

机译:后缝合全景视图:车辆上智能后视镜的低功耗嵌入式实现

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Automobiles are currently equipped with a three-mirror system for rear-view visualization. The two side-view mirrors show close the periphery on the left and right sides of the vehicle, and the center rear-view mirror is typically adjusted to allow the driver to see through the vehicle's rear windshield. This three-mirror system, however, imposes safety concerns in requiring drivers to shift their attention and gaze to look in each mirror to obtain a full visualization of the rear-view surroundings, which takes attention off the scene in front of the vehicle. We present an alternative to the three-mirror rear-view system, which we call Rear-Stitched View Panorama (RSVP). The proposed system uses four rear-facing cameras, strategically placed to overcome the traditional blind spot problem, and stitches the feeds from each camera together to generate a single panoramic view, which can display the entire rear surroundings. We project individually captured frames onto a single virtual view using precomputed system calibration parameters. Then we determine optimal seam lines, along which the images are fused together to form the single RSVP view presented to the driver. Furthermore, we highlight techniques that enable efficient embedded implementation of the system and showcase a real-time system utilizing under 2W of power, making it suitable for in-cabin deployment in vehicles.
机译:当前,汽车配备了用于后视可视化的三镜系统。这两个后视镜在车辆的左侧和右侧显示出紧密的外围,并且通常对中央后视镜进行调整,以使驾驶员能够透视车辆的后挡风玻璃。但是,这种三反射镜系统存在安全隐患,要求驾驶员转移注意力并凝视每个镜子,以获得对后视环境的完整可视化,从而将注意力转移到车辆前方的现场。我们提出了三镜后视系统的替代方案,我们称其为后缝全景视图(RSVP)。拟议的系统使用四个后置摄像头,这些摄像头经过精心布置以克服传统的盲点问题,并将每个摄像头的馈送缝合在一起以生成单个全景视图,从而可以显示整个后部周围环境。我们使用预先计算的系统校准参数将单独捕获的帧投影到单个虚拟视图上。然后,我们确定最佳接缝线,沿着这些接缝线将图像融合在一起,以形成呈现给驾驶员的单个RSVP视图。此外,我们重点介绍了可实现系统的高效嵌入式实现的技术,并展示了一种利用2W功率以下的实时系统,使其适合在车辆中进行机舱内部署。

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