Vision-based navigation and guidance for agricultural autonomous vehicles and robots: A review

Y Bai, B Zhang, N Xu, J Zhou, J Shi, Z Diao - Computers and Electronics in …, 2023 - Elsevier
Autonomous navigation of agricultural robots and vehicles in agricultural environments is a
prerequisite for the accomplishment of various tasks. However, precision navigation of …

Survey of computer vision algorithms and applications for unmanned aerial vehicles

A Al-Kaff, D Martin, F Garcia, A de la Escalera… - Expert Systems with …, 2018 - Elsevier
This paper presents a complete review of computer vision algorithms and vision-based
intelligent applications, that are developed in the field of the Unmanned Aerial Vehicles …

Pst900: Rgb-thermal calibration, dataset and segmentation network

SS Shivakumar, N Rodrigues, A Zhou… - … on robotics and …, 2020 - ieeexplore.ieee.org
In this work we propose long wave infrared (LWIR) imagery as a viable supporting modality
for semantic segmentation using learning-based techniques. We first address the problem of …

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 …

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 …

Thermal image enhancement using convolutional neural network

Y Choi, N Kim, S Hwang… - 2016 IEEE/RSJ …, 2016 - ieeexplore.ieee.org
With the advent of commodity autonomous mobiles, it is becoming increasingly prevalent to
recognize under extreme conditions such as night, erratic illumination conditions. This need …

Keyframe‐based thermal–inertial odometry

S Khattak, C Papachristos, K Alexis - Journal of Field Robotics, 2020 - Wiley Online Library
Autonomous navigation of microaerial vehicles in environments that are simultaneously
GPS‐denied and visually degraded, and especially in the dark, texture‐less and dust‐or …

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 …

Keyframe-based direct thermal–inertial odometry

S Khattak, C Papachristos… - … International conference on …, 2019 - ieeexplore.ieee.org
This paper proposes an approach for fusing direct radiometric data from a thermal camera
with inertial measurements to extend the robotic capabilities of aerial robots for navigation in …

Deeptio: A deep thermal-inertial odometry with visual hallucination

MRU Saputra, PPB De Gusmao, CX Lu… - IEEE Robotics and …, 2020 - ieeexplore.ieee.org
Visual odometry shows excellent performance in a wide range of environments. However, in
visually-denied scenarios (eg heavy smoke or darkness), pose estimates degrade or even …