T
Thomas Brox
Researcher at University of Freiburg
Publications - 353
Citations - 127470
Thomas Brox is an academic researcher from University of Freiburg. The author has contributed to research in topics: Segmentation & Optical flow. The author has an hindex of 99, co-authored 329 publications receiving 94431 citations. Previous affiliations of Thomas Brox include Dresden University of Technology & University of California, Berkeley.
Papers
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Diffusion and regularization of vector- and matrix-valued images
Joachim Weickert,Thomas Brox +1 more
Journal ArticleDOI
Continuous Global Optimization in Multiview 3D Reconstruction
TL;DR: A new global optimization method to the field of multiview 3D reconstruction is introduced to cast the problem of 3D shape reconstruction as one of minimizing a spatially continuous convex functional.
Book ChapterDOI
Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation
TL;DR: An efficient learning-based approach to estimate occlusion areas jointly with disparities or optical flow is presented and the estimated occlusions and motion boundaries clearly improve over the state-of-the-art.
Proceedings ArticleDOI
Video Segmentation with Just a Few Strokes
TL;DR: It is shown that a combination of motion from point trajectories, as known from motion segmentation, along with minimal supervision can largely help solve the problem of frame-to-frame propagation in video segmentation.
Journal ArticleDOI
What Makes Good Synthetic Training Data for Learning Disparity and Optical Flow Estimation
Nikolaus Mayer,Eddy Ilg,Philipp Fischer,Caner Hazirbas,Daniel Cremers,Alexey Dosovitskiy,Thomas Brox +6 more
TL;DR: This paper promotes the use of synthetically generated data for the purpose of training deep networks on visual recognition tasks and suggests multiple ways to generate such data and evaluates the influence of dataset properties on the performance and generalization properties of the resulting networks.