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pro vyhledávání: '"Levinkov, Evgeny"'
Autor:
Mummadi, Chaithanya Kumar, Hutmacher, Robin, Rambach, Kilian, Levinkov, Evgeny, Brox, Thomas, Metzen, Jan Hendrik
Deep neural networks often exhibit poor performance on data that is unlikely under the train-time data distribution, for instance data affected by corruptions. Previous works demonstrate that test-time adaptation to data shift, for instance using ent
Externí odkaz:
http://arxiv.org/abs/2106.14999
Autor:
Insafutdinov, Eldar, Andriluka, Mykhaylo, Pishchulin, Leonid, Tang, Siyu, Levinkov, Evgeny, Andres, Bjoern, Schiele, Bernt
In this paper we propose an approach for articulated tracking of multiple people in unconstrained videos. Our starting point is a model that resembles existing architectures for single-frame pose estimation but is substantially faster. We achieve thi
Externí odkaz:
http://arxiv.org/abs/1612.01465
This work addresses the task of instance-aware semantic segmentation. Our key motivation is to design a simple method with a new modelling-paradigm, which therefore has a different trade-off between advantages and disadvantages compared to known appr
Externí odkaz:
http://arxiv.org/abs/1611.08272
Autor:
Levinkov, Evgeny, Uhrig, Jonas, Tang, Siyu, Omran, Mohamed, Insafutdinov, Eldar, Kirillov, Alexander, Rother, Carsten, Brox, Thomas, Schiele, Bernt, Andres, Bjoern
We state a combinatorial optimization problem whose feasible solutions define both a decomposition and a node labeling of a given graph. This problem offers a common mathematical abstraction of seemingly unrelated computer vision tasks, including ins
Externí odkaz:
http://arxiv.org/abs/1611.04399
Publikováno v:
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, pp. 5926-5935
Lineage tracing, the tracking of living cells as they move and divide, is a central problem in biological image analysis. Solutions, called lineage forests, are key to understanding how the structure of multicellular organisms emerges. We propose an
Externí odkaz:
http://arxiv.org/abs/1511.05512
Autor:
Keuper, Margret, Levinkov, Evgeny, Bonneel, Nicolas, Lavoué, Guillaume, Brox, Thomas, Andres, Bjoern
Formulations of the Image Decomposition Problem as a Multicut Problem (MP) w.r.t. a superpixel graph have received considerable attention. In contrast, instances of the MP w.r.t. a pixel grid graph have received little attention, firstly, because the
Externí odkaz:
http://arxiv.org/abs/1505.06973
Akademický článek
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Autor:
Levinkov, Evgeny, Tompkin, James, Bonneel, Nicolas, Kirchhoff, Steffen, Andres, Bjoern, Pfister, Hanspeter
Publikováno v:
Pacific Graphics
Pacific Graphics, Oct 2016, Okinawa, Japan. pp.33-38
Pacific Graphics, Oct 2016, Okinawa, Japan. pp.33-38
Short paper; International audience; Video segmentation requires separating foreground from background, but the general problem extends to more complicated scene segmentations of different objects and their multiple parts. We develop a new approach t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::ae53aea846c3cf5bacb825a70036aafa
https://hal.archives-ouvertes.fr/hal-01378800
https://hal.archives-ouvertes.fr/hal-01378800
Publikováno v:
2016 IEEE Conference on Computer Vision & Pattern Recognition (CVPR); 2016, p5926-5935, 10p
Autor:
Levinkov, Evgeny
Publikováno v:
Pattern Recognition: 36th German Conference, GCPR 2014, Münster, Germany, September 2-5, 2014, Proceedings; 2014, p750-756, 7p