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STEP: Segmenting and Tracking Every Pixel


Feb 23, 2021
Mark Weber, Jun Xie, Maxwell Collins, Yukun Zhu, Paul Voigtlaender, Hartwig Adam, Bradley Green, Andreas Geiger, Bastian Leibe, Daniel Cremers, Aljosa Osep, Laura Leal-Taixe, Liang-Chieh Chen

* Datasets, metric, and baselines will be made publicly available soon 

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Reducing the Annotation Effort for Video Object Segmentation Datasets


Nov 02, 2020
Paul Voigtlaender, Lishu Luo, Chun Yuan, Yong Jiang, Bastian Leibe

* Accepted at WACV 2021 

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Siam R-CNN: Visual Tracking by Re-Detection


Nov 28, 2019
Paul Voigtlaender, Jonathon Luiten, Philip H. S. Torr, Bastian Leibe


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BoLTVOS: Box-Level Tracking for Video Object Segmentation


Apr 09, 2019
Paul Voigtlaender, Jonathon Luiten, Bastian Leibe


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MOTS: Multi-Object Tracking and Segmentation


Apr 08, 2019
Paul Voigtlaender, Michael Krause, Aljosa Osep, Jonathon Luiten, Berin Balachandar Gnana Sekar, Andreas Geiger, Bastian Leibe

* IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019 
* CVPR 2019 camera-ready version 

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FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation


Apr 08, 2019
Paul Voigtlaender, Yuning Chai, Florian Schroff, Hartwig Adam, Bastian Leibe, Liang-Chieh Chen

* IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019 
* CVPR 2019 camera-ready version 

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Large-Scale Object Mining for Object Discovery from Unlabeled Video


Feb 28, 2019
Aljosa Osep, Paul Voigtlaender, Jonathon Luiten, Stefan Breuers, Bastian Leibe

* 7 pages, accepted for ICRA'19. arXiv admin note: text overlap with arXiv:1712.08832 

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4D Generic Video Object Proposals


Jan 26, 2019
Aljosa Osep, Paul Voigtlaender, Mark Weber, Jonathon Luiten, Bastian Leibe

* 16 pages (10 paper + 6 supplementary), 11 figures, 11 tables 

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PReMVOS: Proposal-generation, Refinement and Merging for Video Object Segmentation


Nov 03, 2018
Jonathon Luiten, Paul Voigtlaender, Bastian Leibe

* Accepted for publication in ACCV18 

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