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

M Tschentscher, B Pruß, D Horn - 2017 IEEE Intelligent …, 2017 - ieeexplore.ieee.org
Developing image-processing algorithms based on machine learning is a challenging
problem concerning the huge amount of thoroughly annotated data needed. The internet …

Evaluation of synthetic video data in machine learning approaches for parking space classification

D Horn, S Houben - 2018 IEEE Intelligent Vehicles Symposium …, 2018 - ieeexplore.ieee.org
Most modern computer vision techniques rely on large amounts of meticulously annotated
data for training and evaluation. In close-to-market development, this demand is even higher …