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A GPU Powered Mobile AR Navigation System

机译:GPU供电的移动AR导航系统

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This paper presents a real-time Augmented Reality Navigation system (ARNavi) on Android mobile phone that exploits the parallel computing power of mobile GPUs. Unlike conventional navigation systems, our proposed ARNavi augments navigation information onto live video streaming from device camera in real-time. The contributions of this paper are two-fold. First, we propose a fast and accurate lane detection and mapping algorithms. Second, we demonstrate that real-time augmented reality navigation can be achieved by taking advantage of CPU-GPU heterogeneous computing technology on a mobile processor. We achieve up to 18 FPS for 640x360 resolution camera streaming. It is more than 2. 6× speedup over CPU only execution.
机译:本文介绍了Android手机上的实时增强现实导航系统(Arnavi),用于利用移动GPU的并行计算能力。与传统导航系统不同,我们提出的ARNAVI将导航信息实时从设备相机增强到实时视频流。本文的贡献是两倍。首先,我们提出了一种快速准确的车道检测和映射算法。其次,我们证明可以通过利用在移动处理器上的CPU-GPU异构计算技术来实现实时增强现实导航。 640x360分辨率的相机流媒体,我们实现高达18个FPS。它超过2. 6×超速CPU的加速。

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