no code implementations • 6 Apr 2018 • Dengxin Dai, Wen Li, Till Kroeger, Luc van Gool
We mitigate this by introducing ensemble manifold segmentation (EMS).
no code implementations • CVPR 2017 • Pablo Speciale, Danda Pani Paudel, Martin R. Oswald, Till Kroeger, Luc van Gool, Marc Pollefeys
While randomized methods like RANSAC are fast, they do not guarantee global optimality and fail to manage large amounts of outliers.
no code implementations • 11 Mar 2016 • Till Kroeger, Radu Timofte, Dengxin Dai, Luc van Gool
Most recent works in optical flow extraction focus on the accuracy and neglect the time complexity.
no code implementations • CVPR 2015 • Dengxin Dai, Till Kroeger, Radu Timofte, Luc van Gool
In particular, MI consists of: 1) quantifying the properties of source metrics as manifold geometry, 2) transferring the manifold from source domain to target domain, and 3) learning a mapping of TFs so that the manifold is approximated as well as possible in the mapped feature domain.
no code implementations • CVPR 2015 • Till Kroeger, Dengxin Dai, Luc van Gool
Although the method is designed for unknown camera poses, it is also helpful in scenarios with known poses, since a multi-frame approach in VP detection helps to regularize in frames with weak VP line support.