An informative path planning framework for UAV-based terrain monitoring
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 …
research applications. To fully leverage their potential, a key challenge is planning missions …
Multidrone aerial surveys of penguin colonies in Antarctica
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 …
their environment and potentially extreme changes in weather. In this work, we present a …
Online informative path planning for active classification using uavs
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 …
classification using unmanned aerial vehicles (UAVs). Our algorithm uses a combination of …
Adaptive path planning for UAVs for multi-resolution semantic segmentation
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 …
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
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 …
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 …
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 …
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
Fixed-wing small uncrewed aerial vehicles (sUAVs) possess the capability to remain
airborne for extended durations and traverse vast distances. However, their operation is …
airborne for extended durations and traverse vast distances. However, their operation is …
Active learning for UAV-based semantic mapping
Unmanned aerial vehicles combined with computer vision systems, such as convolutional
neural networks, offer a flexible and affordable solution for terrain monitoring, mapping, and …
neural networks, offer a flexible and affordable solution for terrain monitoring, mapping, and …
Target localization with drones using mobile CNNs
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 …
use POMDPs to produce effective search strategies. As the observation models are from …