11 citations · 18 across the 4 of their papers we have counts for
4 papers
Deep Vehicle Detection in Satellite Video
Roman Pflugfelder, Axel Weissenfeld, Julian Wagner
This work presents a deep learning approach for vehicle detection in satellite video. Vehicle detection is perhaps impossible in single EO satellite images due to the tininess of v…
Matrix-free Penalized Spline Smoothing with Multiple Covariates
Julian Wagner, Göran Kauermann, Ralf Münnich
The paper motivates high dimensional smoothing with penalized splines and its numerical calculation in an efficient way. If smoothing is carried out over three or more covariates t…
On Learning Vehicle Detection in Satellite Video
Roman Pflugfelder, Axel Weissenfeld, Julian Wagner
Vehicle detection in aerial and satellite images is still challenging due to their tiny appearance in pixels compared to the overall size of remote sensing imagery. Classical metho…
A Multigrid Preconditioner for Tensor Product Spline Smoothing
Martin Siebenborn, Julian Wagner
Uni- and bivariate data smoothing with spline functions is a well established method in nonparametric regression analysis. The extension to multivariate data is straightforward, bu…