1.4k citations · 2.8k across the 56 of their papers we have counts for
3 papers · 2 filters
End-to-End Training of Hybrid CNN-CRF Models for Stereo
Patrick Knöbelreiter, Christian Reinbacher, Alexander Shekhovtsov +1
We propose a novel and principled hybrid CNN+CRF model for stereo estimation. Our model allows to exploit the advantages of both, convolutional neural networks (CNNs) and condition…
Real-Time Intensity-Image Reconstruction for Event Cameras Using Manifold Regularisation
Christian Reinbacher, Gottfried Graber, Thomas Pock
Event cameras or neuromorphic cameras mimic the human perception system as they measure the per-pixel intensity change rather than the actual intensity level. In contrast to tradit…
Solving Dense Image Matching in Real-Time using Discrete-Continuous Optimization
Alexander Shekhovtsov, Christian Reinbacher, Gottfried Graber +1
Dense image matching is a fundamental low-level problem in Computer Vision, which has received tremendous attention from both discrete and continuous optimization communities. The…