Michael Krump

According to our database, Michael Krump authored at least 5 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Deep Learning Based Vehicle Detection on Real and Synthetic Aerial Images: Training Data Composition and Statistical Influence Analysis.

Michael Krump, Peter Stütz

Sensors, April, 2023

Deep-learning Algorithmen für die Fahrzeugdetektion auf Luftbildern: Untersuchung der Einflussfaktoren und des Trainingsverhaltens bei synthetischem Datenmaterial.

Michael Krump

PhD thesis, 2023

2021

UAV Based Vehicle Detection on Real and Synthetic Image Pairs: Performance Differences and Influence Analysis of Context and Simulation Parameters.

Michael Krump, Peter Stütz

Proceedings of the Modelling and Simulation for Autonomous Systems, 2021

2020

UAV Based Vehicle Detection with Synthetic Training: Identification of Performance Factors Using Image Descriptors and Machine Learning.

Michael Krump, Peter Stütz

Proceedings of the Modelling and Simulation for Autonomous Systems, 2020

2019

Deep Learning Algorithms for Vehicle Detection on UAV Platforms: First Investigations on the Effects of Synthetic Training.

Michael Krump, Martin Ruß, Peter Stütz

Proceedings of the Modelling and Simulation for Autonomous Systems, 2019