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Ilg's with Publications

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12 publications
 
2024

Conference
Unsupervised Learning of Category-Level 3D Pose from Object-Centric Videos   Paperpaper-UOP3D.pdf Code/data
Leonhard Sommer, Artur Jesslen, Eddy Ilg, Adam Kortylewski
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2024
 
2019

Conference
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction   Paperpaper-multimodal-future-prediction.pdf
Osama Makansi, Eddy Ilg, Özgün Çiçek, Thomas Brox
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019
 
2018
Journal
What Makes Good Synthetic Training Data for Learning Disparity and Optical Flow Estimation?   Paperpaper-1801.06397.pdf doi> Project
Nikolaus Mayer, Eddy Ilg, Philipp Fischer, C. Hazirbas, D. Cremers, Alexey Dosovitskiy, Thomas Brox
International Journal of Computer Vision, 126(9): 942-960, 2018

Conference
Uncertainty Estimates and Multi-Hypotheses Networks for Optical Flow   Paperpaper-Uncertainty-FlowNetH.pdf
Eddy Ilg, Özgün Çiçek, Silvio Galesso, Aaron Klein, Osama Makansi, F. Hutter, Thomas Brox
European Conference on Computer Vision (ECCV), 2018
Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation   Paperpaper-FlowDispOccBoundary.pdf
Eddy Ilg, Tonmoy Saikia, Margret Keuper, Thomas Brox
European Conference on Computer Vision (ECCV), 2018

Others
FusionNet and AugmentedFlowNet: Selective Proxy Ground Truth for Training on Unlabeled Images   Paperpaper-AugmentedFlowNet.pdf
Osama Makansi, Eddy Ilg, Thomas Brox
Technical Report , arXiv:1808.06389, 2018
 
2017

Conference
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks   Paperpaper-FlowNet_2_0__CVPR_old_version.pdf doi>
Eddy Ilg, Nikolaus Mayer, Tonmoy Saikia, Margret Keuper, Alexey Dosovitskiy, Thomas Brox
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
DeMoN: Depth and Motion Network for Learning Monocular Stereo   doi> Project
Benjamin Ummenhofer, Huizhong Zhou, Jonas Uhrig, Nikolaus Mayer, Eddy Ilg, Alexey Dosovitskiy, Thomas Brox
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
End-to-End Learning of Video Super-Resolution with Motion Compensation  
Osama Makansi, Eddy Ilg, Thomas Brox
German Conference on Pattern Recognition (GCPR) 2017, 2017
 
2016

Conference
A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation   Paperpaper-MIFDB16.pdf doi> Code/data Project
Nikolaus Mayer, Eddy Ilg, P. Häusser, Philipp Fischer, D. Cremers, Alexey Dosovitskiy, Thomas Brox
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2016
 
2015

Conference
FlowNet: Learning Optical Flow with Convolutional Networks   Paperflownet.pdf Code/data
Alexey Dosovitskiy, Philipp Fischer, Eddy Ilg, P. Häusser, C. Hazırbaş, V. Golkov, P. Smagt, D. Cremers, Thomas Brox
IEEE International Conference on Computer Vision (ICCV), 2015
 
2014

Conference
Reconstruction of Rigid Body Models from Motion Distorted Laser Range Data Using Optical Flow   Paperilg14icra.pdf
Eddy Ilg, R. Kümmerle, W. Burgard, Thomas Brox
IEEE International Conference on Robotics and Automation (ICRA), 2014

12 publications