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Michael Krump
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 4
Top Topics
Aerial Images
Vehicle Detection
Image Descriptors
Training Data
Top Venues
MESAS
Sensors
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Publications
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Michael Krump
,
Peter Stütz
Deep Learning Based Vehicle Detection on Real and Synthetic Aerial Images: Training Data Composition and Statistical Influence Analysis.
Sensors
23 (7) (2023)
Michael Krump
,
Peter Stütz
UAV Based Vehicle Detection on Real and Synthetic Image Pairs: Performance Differences and Influence Analysis of Context and Simulation Parameters.
MESAS
(2021)
Michael Krump
,
Peter Stütz
UAV Based Vehicle Detection with Synthetic Training: Identification of Performance Factors Using Image Descriptors and Machine Learning.
MESAS
(2020)
Michael Krump
,
Martin Ruß
,
Peter Stütz
Deep Learning Algorithms for Vehicle Detection on UAV Platforms: First Investigations on the Effects of Synthetic Training.
MESAS
(2019)