Publications (33)
The Stixel world: A medium-level representation of traffic scenes
Marius Cordts, Timo Rehfeld, Lukas Schneider +5
Multi-view X-ray R-CNN
Jan-Martin O. Steitz, Faraz Saeedan, Stefan Roth
Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers
Stephan R. Richter, Stefan Roth
Tracking the Trackers: An Analysis of the State of the Art in Multiple Object Tracking
Laura Leal-Taixé, Anton Milan, Konrad Schindler +3
Afterpulse Measurements of R7081 Photomultipliers for the Double Chooz Experiment
Julia Haser, Florian Kaether, Conradin Langbrandtner +7
An Inverse Problem for Infinitely Divisible Moving Average Random Fields
Wolfgang Karcher, Stefan Roth, Evgeny Spodarev +1
CVPR19 Tracking and Detection Challenge: How crowded can it get?
Patrick Dendorfer, Hamid Rezatofighi, Anton Milan +6
Parametric Object Motion from Blur
Jochen Gast, Anita Sellent, Stefan Roth
MirrorFlow: Exploiting Symmetries in Joint Optical Flow and Occlusion Estimation
Junhwa Hur, Stefan Roth
Joint Optical Flow and Temporally Consistent Semantic Segmentation
Junhwa Hur, Stefan Roth
Detail-Preserving Pooling in Deep Networks
Faraz Saeedan, Nicolas Weber, Michael Goesele +1
Extrapolation of Stationary Random Fields
Evgeny Spodarev, Elena Shmileva, Stefan Roth
Benchmarking Denoising Algorithms with Real Photographs
Tobias Plötz, Stefan Roth
On The Efficiency of Widely Linear Precoding and Symbol Extension in Cellular Uplink
Ali Kariminezhad, Stefan Roth, Aydin Sezgin +1
ProbFlow: Joint Optical Flow and Uncertainty Estimation
Anne S. Wannenwetsch, Margret Keuper, Stefan Roth
MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking
Laura Leal-Taixé, Anton Milan, Ian Reid +2
Cascades of Regression Tree Fields for Image Restoration
Uwe Schmidt, Jeremy Jancsary, Sebastian Nowozin +2
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation
Junhwa Hur, Stefan Roth
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
Simon Meister, Junhwa Hur, Stefan Roth
Stereo Video Deblurring
Anita Sellent, Carsten Rother, Stefan Roth
Actor-Critic Instance Segmentation
Nikita Araslanov, Constantin Rothkopf, Stefan Roth
Lightweight Probabilistic Deep Networks
Jochen Gast, Stefan Roth
Neural Nearest Neighbors Networks
Tobias Plötz, Stefan Roth
Robust Multi-Image HDR Reconstruction for the Modulo Camera
Florian Lang, Tobias Plötz, Stefan Roth
The Cityscapes Dataset for Semantic Urban Scene Understanding
Marius Cordts, Mohamed Omran, Sebastian Ramos +6
Study of muon pairs in hadronic events with bottom tag using L3 data recorded near the Z resonance
Thomas Hebbeker, Stefan Roth
Stochastic Variational Inference with Gradient Linearization
Tobias Plötz, Anne S. Wannenwetsch, Stefan Roth
Research and Development for Near Detector Systems Towards Long Term Evolution of Ultra-precise Long-baseline Neutrino Experiments
Aysel Kayis Topaksu, Edward Blucher, Bernard Andrieu +108
Playing for Data: Ground Truth from Computer Games
Stephan R. Richter, Vibhav Vineet, Stefan Roth +1
MOT16: A Benchmark for Multi-Object Tracking
Anton Milan, Laura Leal-Taixe, Ian Reid +2
A Time Projection Chamber with GEM-Based Readout
The LCTPC Collaboration, David Attié, Ties Behnke +67
Standard Model Fits
Stefan Roth
Base-Stations Up in the Air: Multi-UAV Trajectory Control for Min-Rate Maximization in Uplink C-RAN
Stefan Roth, Ali Kariminezhad, Aydin Sezgin