Benjamin Ummenhofer

DeMoN: Depth and Motion Network for Learning Monocular Stereo

Benjamin Ummenhofer, Huizhong Zhou, Jonas Uhrig et al. · 2017 · 750 citations · Full text

Training Loss, Learning Monocular Stereo, Machine Vision +15

CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth

José M. Fácil, Benjamin Ummenhofer, Huizhong Zhou et al. · 2019 · 120 citations · Full text

Convolutional Neural Network, Machine Vision, Image Analysis +15

Lagrangian Fluid Simulation with Continuous Convolutions

Benjamin Ummenhofer, Lukas Prantl, Nils Thürey et al. · International Conference on Learning Representations · 2020 · 78 citations

Geometric Learning, Convolutional Neural Network, Engineering +18

Global, Dense Multiscale Reconstruction for a Billion Points

Benjamin Ummenhofer, Thomas Brox · 2015 · 53 citations

Engineering, Geometry, Scale Information +17

DeepTAM: Deep Tracking and Mapping with Convolutional Neural Networks

Huizhong Zhou, Benjamin Ummenhofer, Thomas Brox · International Journal of Computer Vision · 2019 · 31 citations

Image Analysis, Machine Vision, Engineering +9