SLAM overview: from single sensor to heterogeneous fusion

W Chen, C Zhou, G Shang, X Wang, Z Li, C Xu, K Hu - Remote Sensing, 2022 - mdpi.com
After decades of development, LIDAR and visual SLAM technology has relatively matured
and been widely used in the military and civil fields. SLAM technology enables the mobile …

Vision-based environmental perception for autonomous driving

F Liu, Z Lu, X Lin - … of the Institution of Mechanical Engineers …, 2022 - journals.sagepub.com
Visual perception plays an important role in autonomous driving. One of the primary tasks is
object detection and identification. Since the vision sensor is rich in color and texture …

Large-scale 6-DOF SLAM with stereo-in-hand

LM Paz, P Piniés, JD Tardós… - IEEE transactions on …, 2008 - ieeexplore.ieee.org
In this paper, we describe a system that can carry out simultaneous localization and
map** (SLAM) in large indoor and outdoor environments using a stereo pair moving with …

Simultaneous localization and map change update for the high definition map-based autonomous driving car

K Jo, C Kim, M Sunwoo - Sensors, 2018 - mdpi.com
High Definition (HD) maps are becoming key elements of the autonomous driving because
they can provide information about the surrounding environment of the autonomous car …

Performance analysis of NDT-based graph SLAM for autonomous vehicle in diverse typical driving scenarios of Hong Kong

W Wen, LT Hsu, G Zhang - Sensors, 2018 - mdpi.com
Robust and lane-level positioning is essential for autonomous vehicles. As an irreplaceable
sensor, Light detection and ranging (LiDAR) can provide continuous and high-frequency …

[BOK][B] Introduction to visual SLAM: from theory to practice

X Gao, T Zhang - 2021 - books.google.com
This book offers a systematic and comprehensive introduction to the visual simultaneous
localization and map** (vSLAM) technology, which is a fundamental and essential …

Robot vision for the visually impaired

V Pradeep, G Medioni, J Weiland - 2010 IEEE Computer …, 2010 - ieeexplore.ieee.org
We present a head-mounted, stereo-vision based navigational assistance device for the
visually impaired. The head-mounted design enables our subjects to stand and scan the …

Probabilistic structure matching for visual SLAM with a multi-camera rig

M Kaess, F Dellaert - Computer Vision and Image Understanding, 2010 - Elsevier
We propose to use a multi-camera rig for simultaneous localization and map** (SLAM),
providing flexibility in sensor placement on mobile robot platforms while exploiting the …

Stereo visual SLAM based on unscented dual quaternion filtering

S Bultmann, K Li, UD Hanebeck - 2019 22th International …, 2019 - ieeexplore.ieee.org
We present DQV-SLAM (Dual Quaternion Visual SLAM). This novel feature-based stereo
visual SLAM framework uses a stochastic filter based on the unscented transform and a …

Visual map matching and localization using a global feature map

O Pink - 2008 IEEE computer society conference on computer …, 2008 - ieeexplore.ieee.org
This paper presents a novel method to support environmental perception of mobile robots by
the use of a global feature map. While typical approaches to simultaneous localization and …