56 citations · 66 across the 10 of their papers we have counts for
5 papers · 1 filter
Instant Colorization of Gaussian Splats
Daniel Lieber, Alexander Mock, Nils Wandel
Gaussian Splatting has recently become one of the most popular frameworks for photorealistic 3D scene reconstruction and rendering. While current rasterizers allow for efficient ma…
Physics-guided Shape-from-Template: Monocular Video Perception through Neural Surrogate Models
David Stotko, Nils Wandel, Reinhard Klein
3D reconstruction of dynamic scenes is a long-standing problem in computer graphics and increasingly difficult the less information is available. Shape-from-Template (SfT) methods…
Robust Skeletonization for Plant Root Structure Reconstruction from MRI
Jannis Horn, Yi Zhao, Nils Wandel +3
Structural reconstruction of plant roots from MRI is challenging, because of low resolution and low signal-to-noise ratio of the 3D measurements which may lead to disconnectivities…
3D U-Net for Segmentation of Plant Root MRI Images in Super-Resolution
Yi Zhao, Nils Wandel, Magdalena Landl +2
Magnetic resonance imaging (MRI) enables plant scientists to non-invasively study root system development and root-soil interaction. Challenging recording conditions, such as low r…
Complex Valued Gated Auto-encoder for Video Frame Prediction
Niloofar Azizi, Nils Wandel, Sven Behnke
In recent years, complex valued artificial neural networks have gained increasing interest as they allow neural networks to learn richer representations while potentially incorpora…