[HTML][HTML] Visual semantic landmark-based robust mapping and localization for autonomous indoor parking

J Zhao, Y Huang, X He, S Zhang, C Ye, T Feng… - Sensors, 2019 - mdpi.com
Autonomous parking in an indoor parking lot without human intervention is one of the most
demanded and challenging tasks of autonomous driving systems. The key to this task is …

Deeplocalization: Landmark-based self-localization with deep neural networks

N Engel, S Hoermann, M Horn… - 2019 IEEE Intelligent …, 2019 - ieeexplore.ieee.org
We address the problem of vehicle selflocalization from multi-modal sensor information and
a reference map. The map is generated off-line by extracting landmarks from the vehicle's …

Learning methods for robust localization

C Chen - 2020 - ora.ox.ac.uk
Location awareness is a fundamental need for intelligent systems, such as self-driving
vehicles, delivery drones, and mobile devices. Given their on-board sensors (eg camera …

A survey of the state-of-the-art localization techniques and their potentials for autonomous vehicle applications

S Kuutti, S Fallah, K Katsaros, M Dianati… - IEEE Internet of …, 2018 - ieeexplore.ieee.org
For an autonomous vehicle to operate safely and effectively, an accurate and robust
localization system is essential. While there are a variety of vehicle localization techniques …

Image-based localization for self-driving vehicles based on online network adjustment in a dynamic scope

G Lu - 2022 International Joint Conference on Neural …, 2022 - ieeexplore.ieee.org
Image-based localization provides an alternative solution for camera pose estimation, which
is a crucial component for self-driving vehicles. Localization for vehicles requires continuous …

Multi-camera visual-inertial simultaneous localization and mapping for autonomous valet parking

M Abate, A Schwartz, XI Wong, W Luo… - arXiv preprint arXiv …, 2023 - arxiv.org
Localization and mapping are key capabilities for self-driving vehicles. In this paper, we
build on Kimera and extend it to use multiple cameras as well as external (eg wheel) …

Semi-supervised deep vision-based localization using temporal correlation between consecutive frames

CT Li, WC Siu, DPK Lun - 2019 IEEE International Conference …, 2019 - ieeexplore.ieee.org
Vision-based localization is a temporal informative task in which we can obtain information
about the ego-motion of a vehicle from the historical information via examining consecutive …

Localizability Estimation for Autonomous Driving: A Deep Learning-Based Place Recognition Approach

K Matsumoto, E Javanmardi… - 2023 Seventh IEEE …, 2023 - ieeexplore.ieee.org
In recent years, research and development aimed at the societal implementation of
autonomous driving have attracted increasing attention. Localization, which involves …

Low-Power Localization Systems with Hardware-Efficient Deep Neural Networks

Y Chen - 2023 - deepblue.lib.umich.edu
Localization systems solve the problem of identifying the location of the agent or
surrounding objects with the information gathered from various sensors. It enables a wide …

Learning visual semantic map-matching for loosely multi-sensor fusion localization of autonomous vehicles

Z Zhang, J Zhao, C Huang, L Li - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Precise localization is essential but also challenging for autonomous vehicles. In this article,
A novel visual localization method is proposed. Specifically, a semantic local map …