Porting A Visual Inertial SLAM Algorithm To Android Devices

Jannis Möller, Benjamin Meyer, M. Eisemann
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引用次数: 1

Abstract

Simultaneous Localization and Mapping aims to identify the current position of an agent and to map his surroundings at the same time. Visual inertial SLAM algorithms use input from visual and motion sensors for this task. Since modern smartphones are equipped with both needed sensors, using VI-SLAM applications becomes feasible, with Augmented Reality being one of the most promising application areas. Android, having the largest market share of all mobile operating systems, is of special interest as the target platform. For iOS there already exists a high-quality open source implementation for VI-SLAM: The framework VINS-Mobile. In this work we discuss what steps are necessary for porting it to the Android operating system. We provide a practical guide to the main challenge: The correct calibration of device specific parameters for any Android smartphone. We present our results using the Samsung Galaxy S7 and show further improvement possibilities.
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将视觉惯性SLAM算法移植到Android设备
同时定位和映射旨在识别智能体的当前位置,同时绘制其周围环境的地图。视觉惯性SLAM算法使用来自视觉和运动传感器的输入来完成这项任务。由于现代智能手机配备了所需的传感器,使用VI-SLAM应用变得可行,而增强现实是最有前途的应用领域之一。在所有移动操作系统中占有最大市场份额的Android,作为目标平台尤其引人关注。对于iOS来说,VI-SLAM已经有了一个高质量的开源实现:VINS-Mobile框架。在这项工作中,我们将讨论将其移植到Android操作系统所需的步骤。我们提供了一个实用的指南来解决主要的挑战:正确校准任何Android智能手机的设备特定参数。我们使用三星Galaxy S7展示了我们的结果,并展示了进一步改进的可能性。
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