A survey on vision-based UAV navigation

Y Lu, Z Xue, GS Xia, L Zhang - Geo-spatial information science, 2018 - Taylor & Francis
Research on unmanned aerial vehicles (UAV) has been increasingly popular in the past
decades, and UAVs have been widely used in industrial inspection, remote sensing for …

Survey on computer vision for UAVs: Current developments and trends

C Kanellakis, G Nikolakopoulos - Journal of Intelligent & Robotic Systems, 2017 - Springer
During last decade the scientific research on Unmanned Aerial Vehicless (UAVs) increased
spectacularly and led to the design of multiple types of aerial platforms. The major challenge …

SVO: Semidirect visual odometry for monocular and multicamera systems

C Forster, Z Zhang, M Gassner… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Direct methods for visual odometry (VO) have gained popularity for their capability to exploit
information from all intensity gradients in the image. However, low computational speed as …

A universal grid map library: Implementation and use case for rough terrain navigation

P Fankhauser, M Hutter - Robot Operating System (ROS) The Complete …, 2016 - Springer
In this research chapter, we present our work on a universal grid map library for use as
mapping framework for mobile robotics. It is designed for a wide range of applications such …

Real-time, cloud-based object detection for unmanned aerial vehicles

J Lee, J Wang, D Crandall… - 2017 First IEEE …, 2017 - ieeexplore.ieee.org
Real-time object detection is crucial for many applications of Unmanned Aerial Vehicles
(UAVs) such as reconnaissance and surveillance, search-and-rescue, and infrastructure …

Convolutional neural network-based real-time object detection and tracking for parrot AR drone 2

A Rohan, M Rabah, SH Kim - IEEE access, 2019 - ieeexplore.ieee.org
Recent advancements in the field of Artificial Intelligence (AI) have provided an opportunity
to create autonomous devices, robots, and machines characterized particularly with the …

Monocular vision SLAM-based UAV autonomous landing in emergencies and unknown environments

T Yang, P Li, H Zhang, J Li, Z Li - Electronics, 2018 - mdpi.com
With the popularization and wide application of drones in military and civilian fields, the
safety of drones must be considered. At present, the failure and drop rates of drones are still …

Toward end-to-end control for UAV autonomous landing via deep reinforcement learning

R Polvara, M Patacchiola, S Sharma… - 2018 International …, 2018 - ieeexplore.ieee.org
The autonomous landing of an unmanned aerial vehicle (UAV) is still an open problem.
Previous work focused on the use of hand-crafted geometric features and sensor-data fusion …

Survey on path and view planning for UAVs

X Zhou, Z Yi, Y Liu, K Huang, H Huang - Virtual Reality & Intelligent …, 2020 - Elsevier
Background In recent decades, unmanned aerial vehicles (UAVs) have developed rapidly
and been widely applied in many domains, including photography, reconstruction …

Perception-aware receding horizon navigation for MAVs

Z Zhang, D Scaramuzza - 2018 IEEE International Conference …, 2018 - ieeexplore.ieee.org
To reach a given destination safely and accurately, a micro aerial vehicle needs to be able
to avoid obstacles and minimize its state estimation uncertainty at the same time. To achieve …