An informative path planning framework for UAV-based terrain monitoring

M Popović, T Vidal-Calleja, G Hitz, JJ Chung, I Sa… - Autonomous …, 2020 - Springer
Unmanned aerial vehicles represent a new frontier in a wide range of monitoring and
research applications. To fully leverage their potential, a key challenge is planning missions …

Multidrone aerial surveys of penguin colonies in Antarctica

K Shah, G Ballard, A Schmidt, M Schwager - Science Robotics, 2020 - science.org
Speed is essential in wildlife surveys due to the dynamic movement of animals throughout
their environment and potentially extreme changes in weather. In this work, we present a …

Online informative path planning for active classification using uavs

M Popović, G Hitz, J Nieto, I Sa… - … on robotics and …, 2017 - ieeexplore.ieee.org
In this paper, we introduce an informative path planning (IPP) framework for active
classification using unmanned aerial vehicles (UAVs). Our algorithm uses a combination of …

Adaptive path planning for UAVs for multi-resolution semantic segmentation

F Stache, J Westheider, F Magistri, C Stachniss… - Robotics and …, 2023 - Elsevier
Efficient data collection methods play a major role in helping us better understand the Earth
and its ecosystems. In many applications, the usage of unmanned aerial vehicles (UAVs) for …

Multiresolution mapping and informative path planning for uav-based terrain monitoring

M Popović, T Vidal-Calleja, G Hitz, I Sa… - 2017 IEEE/RSJ …, 2017 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) can offer timely and cost-effective delivery of high-quality
sensing data. However, deciding when and where to take measurements in complex …

A review of the informative path planning, autonomous exploration and route planning using UAV in environment monitoring

MAA dos Santos, KCT Vivaldini - … International Conference on …, 2022 - ieeexplore.ieee.org
Unmanned Aerial Vehicles (UAVs) have been used in several applications for monitoring
environments and mapping. To carry out the mapping of these environments, the UAV …

Automatic fault detection of power lines using unmanned aerial vehicle (UAV)

M Korki, ND Shankar, RN Shah… - … Systems-Oman (UVS …, 2019 - ieeexplore.ieee.org
Safety and automation are the two major challenges in the application of Unmanned Aerial
Vehicle (UAV), commonly known as drone, to the power lines inspection and fault detection …

Energy-optimized planning in non-uniform wind fields with fixed-wing aerial vehicles

Y Duan, F Achermann, J Lim, R Siegwart - arXiv preprint arXiv:2404.02077, 2024 - arxiv.org
Fixed-wing small uncrewed aerial vehicles (sUAVs) possess the capability to remain
airborne for extended durations and traverse vast distances. However, their operation is …

Active learning for UAV-based semantic mapping

H Blum, S Rohrbach, M Popovic, L Bartolomei… - arXiv preprint arXiv …, 2019 - arxiv.org
Unmanned aerial vehicles combined with computer vision systems, such as convolutional
neural networks, offer a flexible and affordable solution for terrain monitoring, mapping, and …

Target localization with drones using mobile CNNs

Y Lu, Z Wang, Z Tang, T Javidi - 2018 IEEE/RSJ International …, 2018 - ieeexplore.ieee.org
Fast and accurate visual search is an enabler for many applications of drones. Prior works
use POMDPs to produce effective search strategies. As the observation models are from …