State of the art in vision-based localization techniques for autonomous navigation systems

Y Alkendi, L Seneviratne, Y Zweiri - IEEE Access, 2021 - ieeexplore.ieee.org
Vision-based localization systems, namely visual odometry (VO) and visual inertial odometry
(VIO), have attracted great attention recently. They are regarded as critical modules for …

A review of modern thermal imaging sensor technology and applications for autonomous aerial navigation

TXB Nguyen, K Rosser, J Chahl - Journal of Imaging, 2021 - mdpi.com
Limited navigation capabilities of many current robots and UAVs restricts their applications
in GPS denied areas. Large aircraft with complex navigation systems rely on a variety of …

Deep depth estimation from thermal image

U Shin, J Park, IS Kweon - … of the IEEE/CVF Conference on …, 2023 - openaccess.thecvf.com
Robust and accurate geometric understanding against adverse weather conditions is one
top prioritized conditions to achieve a high-level autonomy of self-driving cars. However …

Complementary multi–modal sensor fusion for resilient robot pose estimation in subterranean environments

S Khattak, H Nguyen, F Mascarich… - … on Unmanned Aircraft …, 2020 - ieeexplore.ieee.org
Resilient pose estimation for autonomous systems, and especially small unmanned aerial
robots, is one of the core capabilities required for these robots to perform their assigned …

Constructing maps for autonomous robotics: An introductory conceptual overview

P Racinskis, J Arents, M Greitans - Electronics, 2023 - mdpi.com
Mapping the environment is a powerful technique for enabling autonomy through
localization and planning in robotics. This article seeks to provide a global overview of …

Tp-tio: A robust thermal-inertial odometry with deep thermalpoint

S Zhao, P Wang, H Zhang, Z Fang… - 2020 IEEE/RSJ …, 2020 - ieeexplore.ieee.org
To achieve robust motion estimation in visually degraded environments, thermal odometry
has been an attraction in the robotics community. However, most thermal odometry methods …

An outline of multi-sensor fusion methods for mobile agents indoor navigation

Y Qu, M Yang, J Zhang, W Xie, B Qiang, J Chen - Sensors, 2021 - mdpi.com
Indoor autonomous navigation refers to the perception and exploration abilities of mobile
agents in unknown indoor environments with the help of various sensors. It is the basic and …

Complementary random masking for RGB-thermal semantic segmentation

U Shin, K Lee, IS Kweon, J Oh - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
RGB-thermal semantic segmentation is one potential solution to achieve reliable semantic
scene understanding in adverse weather and lighting conditions. However, the previous …

Object detection from thermal infrared and visible light cameras in search and rescue scenes

A Banuls, A Mandow, R Vázquez-Martín… - … on Safety, Security …, 2020 - ieeexplore.ieee.org
Visual object recognition is a fundamental challenge for reliable search and rescue (SAR)
robots, where vision can be limited by lighting and other harsh environmental conditions in …

Thermal-inertial SLAM for the environments with challenging illumination

J Jiang, X Chen, W Dai, Z Gao… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
In recent years, longwave infrared (LWIR) cameras have become potential in visual
simultaneous localization and mapping (SLAM) research since the delivered thermal …