Daniela Horn

Evaluation of Synthetic Video Data in Machine Learning Approaches for Parking Space Classification

Sebastian Houben, Daniela Horn, Sebastian Houben, 2018, 2018 IEEE Intelligent Vehicles Symposium (IV).

Fusing Shape-from-Silhouette and the Sparsity Driven Detector for Camera-Based 3D Multi-Object Localization with Occlusions

Sebastian Houben, Daniela Horn, Matthias Michael, 2019, 2019 IEEE Intelligent Transportation Systems Conference (ITSC).

Fully Automated Traffic Sign Substitution in Real-World Images for Large-Scale Data Augmentation

Sebastian Houben, Daniela Horn, Sebastian Houben, 2020, 2020 IEEE Intelligent Vehicles Symposium (IV).

A simulated car-park environment for the evaluation of video-based on-site parking guidance systems

Marc Tschentscher, Daniela Horn, Ben Prus, 2017, 2017 IEEE Intelligent Vehicles Symposium (IV).

Generation of Natural Traffic Sign Images Using Domain Translation with Cycle-Consistent Generative Adversarial Networks

Sebastian Houben, Daniela Horn, Dominic Spata, 2019, 2019 IEEE Intelligent Vehicles Symposium (IV).

Fully Automated, Realistic License Plate Substitution in Real-Life Images

Jan Melchior, Sebastian Houben, Daniela Horn, 2021, 2021 IEEE International Intelligent Transportation Systems Conference (ITSC).

Automated Selection of High-Quality Synthetic Images for Data-Driven Machine Learning: A Study on Traffic Signs

Sebastian Houben, Daniela Horn, Lars Janssen, 2021, 2021 IEEE Intelligent Vehicles Symposium (IV).