Generierung synthetischer Daten unter Verwendung eines 3D-Modells der Zielumgebung im Kontext einer Drohnendetektion

Göbel, Martin (2024) Generierung synthetischer Daten unter Verwendung eines 3D-Modells der Zielumgebung im Kontext einer Drohnendetektion. Master's, Hochschule Darmstadt.

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Abstract

The aim of this master's thesis is to investigate the extent to which synthetically generated data from the 3D replica of the Dieburg campus of the Hochschule Darmstadt contributes to the improvement of object detection. The focus here is on the integration of dynamic components, such as vegetation under different seasonal conditions. The aim is to investigate how realistic the synthetic target environment should be.

Item URL in elib:

https://elib.dlr.de/203459/

Document Type:

Thesis (Master's)

Title:

Generierung synthetischer Daten unter Verwendung eines 3D-Modells der Zielumgebung im Kontext einer Drohnendetektion

Authors:

Authors	Institution or Email of Authors	Author's ORCID iD	ORCID Put Code
Göbel, Martin	Hochschule Darmstadt	UNSPECIFIED	UNSPECIFIED

Date:

18 April 2024

Open Access:

Status:

Published

Keywords:

virtual replica, simulation-reality gap, synthetic data, drone detection, deep learning, UE5

Institution:

Hochschule Darmstadt

Department:

Fachbereich Informatik

HGF - Research field:

Aeronautics, Space and Transport

HGF - Program:

Space

HGF - Program Themes:

Earth Observation

DLR - Research area:

Raumfahrt

DLR - Program:

R EO - Earth Observation

DLR - Research theme (Project):

R - Synergy project Automated Model Generation

Location:

Rhein-Sieg-Kreis

Institutes and Institutions:

Institute for the Protection of Terrestrial Infrastructures > Digital Twins of Infrastructures
Institute for the Protection of Terrestrial Infrastructures

Deposited By:

Lenhard, Tamara

Deposited On:

21 Jun 2024 15:47

Last Modified:

21 Jun 2024 15:47

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