Visual SLAM and structure from motion in dynamic environments: A survey

MRU Saputra, A Markham, N Trigoni - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
In the last few decades, Structure from Motion (SfM) and visual Simultaneous Localization
and Mapping (visual SLAM) techniques have gained significant interest from both the …

ORB-SLAM: a versatile and accurate monocular SLAM system

R Mur-Artal, JMM Montiel… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
This paper presents ORB-SLAM, a feature-based monocular simultaneous localization and
mapping (SLAM) system that operates in real time, in small and large indoor and outdoor …

PL-SLAM: Real-time monocular visual SLAM with points and lines

A Pumarola, A Vakhitov, A Agudo… - … on robotics and …, 2017 - ieeexplore.ieee.org
Low textured scenes are well known to be one of the main Achilles heels of geometric
computer vision algorithms relying on point correspondences, and in particular for visual …

Feature-based visual simultaneous localization and mapping: A survey

R Azzam, T Taha, S Huang, Y Zweiri - SN Applied Sciences, 2020 - Springer
Visual simultaneous localization and mapping (SLAM) has attracted high attention over the
past few years. In this paper, a comprehensive survey of the state-of-the-art feature-based …

Keyframe-based monocular SLAM: design, survey, and future directions

G Younes, D Asmar, E Shammas, J Zelek - Robotics and Autonomous …, 2017 - Elsevier
Extensive research in the field of monocular SLAM for the past fifteen years has yielded
workable systems that found their way into various applications in robotics and augmented …

CNN-SVO: Improving the mapping in semi-direct visual odometry using single-image depth prediction

SY Loo, AJ Amiri, S Mashohor… - … on robotics and …, 2019 - ieeexplore.ieee.org
Reliable feature correspondence between frames is a critical step in visual odometry (VO)
and visual simultaneous localization and mapping (V-SLAM) algorithms. In comparison with …

Visual–inertial navigation systems for aerial robotics: Sensor fusion and technology

F Santoso, MA Garratt… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
In this paper, we comprehensively discuss the current progress of visual-inertial (VI)
navigation systems and sensor fusion research with a particular focus on small unmanned …

Fast loop-closure detection using visual-word-vectors from image sequences

L Bampis, A Amanatiadis… - … International Journal of …, 2018 - journals.sagepub.com
In this paper, a novel pipeline for loop-closure detection is proposed. We base our work on a
bag of binary feature words and we produce a description vector capable of characterizing a …

Multicol-slam-a modular real-time multi-camera slam system

S Urban, S Hinz - arXiv preprint arXiv:1610.07336, 2016 - arxiv.org
The basis for most vision based applications like robotics, self-driving cars and potentially
augmented and virtual reality is a robust, continuous estimation of the position and …

[PDF][PDF] 移动机器人视觉里程计综述

丁文东, 徐德, 刘希龙, 张大朋, 陈天 - 自动化学报, 2018 - aas.net.cn
摘要定位是移动机器人导航的重要组成部分. 在定位问题中, 视觉发挥了越来越重要的作用.
本文首先给出了视觉定位的数学描述, 然后按照数据关联方式的不同介绍了视觉里程计(Visual …