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基于直接法的视觉同时定位与地图构建技术综述

中文摘要英文摘要

视觉同时定位与地图构建(V-SLAM)在机器人、无人机导航、自动驾驶等领域有着广泛的研究。直接法V-SLAM基于环境亮度不变性假设,跟踪相机的位姿并构建环境地图。针对直接法V-SLAM,首先简述其基本原理;然后分析、比较几种具有代表性的直接法V-SLAM系统;最后讨论直接法的优缺点和发展趋势,并进行了总结和展望。

Visual simultaneous localization and mapping has a wide range of research in the fields of robot, unmanned aerial vehicle navigation, automatic driving, et al. Direct-method V-SLAM, based on the assuption of photometric consistency, tracks the cameras position and orientation and builds an environment map. This paper, for the direct-method V-SLAM, summarizes the basic principles , and introduces some state-of-art direct-method V-SLAM systems with analysis and comparison. Finally, it discusses the advantages and disadvantages of direct-method V-SLAM and some research tendency, as well as making conclusion.

田福庆、应文健、潘林豪、邱千钧

10.12074/201805.00069V1

自动化技术、自动化技术设备航空航天技术计算技术、计算机技术

计算机视觉同时定位与地图构建直接法运动推断结构多视图几何

田福庆,应文健,潘林豪,邱千钧.基于直接法的视觉同时定位与地图构建技术综述[EB/OL].(2018-05-02)[2025-08-18].https://chinaxiv.org/abs/201805.00069.点此复制

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