In order to respond effectively in the aftermath of a disaster, emergency services and relief organizations rely on timely and accurate information about the affected areas. Remote sensing has the potential to significantly reduce the time and effort required to collect such information by enabling a rapid survey of large areas. To achieve this, the main challenge is the automatic extraction of relevant information from remotely sensed data. In this work, we show how the combination of drone-based data with deep learning methods enables automated and large-scale situation assessment. In addition, we demonstrate the integration of onboard image processing techniques for the deployment of autonomous drone-based aid delivery. The results show ...
International audienceInformation plays a key role in crisis management and relief efforts for natur...
Information plays a key role in crisis management and relief efforts for natural disaster scenarios....
International audience<p>Information plays a key role to correctly handle consequences resulting fro...
In order to respond effectively in the aftermath of a disaster, emergency services and relief organi...
US Transportation Collection2022PDFTech ReportLi, ShuaiMoslehy, AmirsalarHu, DaWang, MengjunWiersche...
Deep Learning based algorithms can provide state-of-the-art accuracy for remote sensing technologies...
Aerial imagery captured via unmanned aerial vehicles (UAVs) is playing an increasingly important rol...
Aerial imagery captured via unmanned aerial vehicles (UAVs) is playing an increasingly important rol...
Unmanned Aerial Vehicles (UAVs), equipped with camera sensors can facilitate enhanced situational aw...
Deep learning-based algorithms can provide state-of-the-art accuracy for remote sensing technologies...
In October 2021 and 2022 two field exercises, led by the Bavarian Red Cross (BRK) and German Aerospa...
Deep Learning Image Classification for Disaster Relief Author: James K. Gaither, jg07596@georgiasout...
Human casualties in natural disasters have motivated tech- nological innovations in Search and Resc...
Widely known as drone, an unmanned aerial vehicle (UAV), has been around for years and still gainin...
This paper focuses on person detection in aerial and drone imagery, which is crucial for various ope...
International audienceInformation plays a key role in crisis management and relief efforts for natur...
Information plays a key role in crisis management and relief efforts for natural disaster scenarios....
International audience<p>Information plays a key role to correctly handle consequences resulting fro...
In order to respond effectively in the aftermath of a disaster, emergency services and relief organi...
US Transportation Collection2022PDFTech ReportLi, ShuaiMoslehy, AmirsalarHu, DaWang, MengjunWiersche...
Deep Learning based algorithms can provide state-of-the-art accuracy for remote sensing technologies...
Aerial imagery captured via unmanned aerial vehicles (UAVs) is playing an increasingly important rol...
Aerial imagery captured via unmanned aerial vehicles (UAVs) is playing an increasingly important rol...
Unmanned Aerial Vehicles (UAVs), equipped with camera sensors can facilitate enhanced situational aw...
Deep learning-based algorithms can provide state-of-the-art accuracy for remote sensing technologies...
In October 2021 and 2022 two field exercises, led by the Bavarian Red Cross (BRK) and German Aerospa...
Deep Learning Image Classification for Disaster Relief Author: James K. Gaither, jg07596@georgiasout...
Human casualties in natural disasters have motivated tech- nological innovations in Search and Resc...
Widely known as drone, an unmanned aerial vehicle (UAV), has been around for years and still gainin...
This paper focuses on person detection in aerial and drone imagery, which is crucial for various ope...
International audienceInformation plays a key role in crisis management and relief efforts for natur...
Information plays a key role in crisis management and relief efforts for natural disaster scenarios....
International audience<p>Information plays a key role to correctly handle consequences resulting fro...
Add to ORKG