Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Jonas Uhrig"'
Publikováno v:
Intelligent Vehicles Symposium
The task of semantic instance segmentation has gained a large interest within academia as well as industry, especially in the context of autonomous driving. While several published approaches achieve very strong results, only few of them achieve fram
Autor:
Jonas Uhrig, Carsten Rother, Thomas Brox, Alexander Kirillov, Siyu Tang, Eldar Insafutdinov, Mohamed Omran, Bjoern Andres, Evgeny Levinkov, Bernt Schiele
Publikováno v:
CVPR
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
Publikováno v:
3DV
In this paper, we consider convolutional neural networks operating on sparse inputs with an application to depth upsampling from sparse laser scan data. First, we show that traditional convolutional networks perform poorly when applied to sparse data
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::dd2b0966bc0d8b7ef528448001f20918
Autor:
Thomas Brox, Alexey Dosovitskiy, Eddy Ilg, Nikolaus Mayer, Jonas Uhrig, Huizhong Zhou, Benjamin Ummenhofer
In this paper we formulate structure from motion as a learning problem. We train a convolutional network end-to-end to compute depth and camera motion from successive, unconstrained image pairs. The architecture is composed of multiple stacked encode
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::de68913dfdb33cc22c8a7390e2d6cb4b
http://arxiv.org/abs/1612.02401
http://arxiv.org/abs/1612.02401
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783319458854
GCPR
GCPR
Recent approaches for instance-aware semantic labeling have augmented convolutional neural networks (CNNs) with complex multi-task architectures or computationally expensive graphical models. We present a method that leverages a fully convolutional n
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::131991bda95d883ddb63bc3052c81cfb
https://doi.org/10.1007/978-3-319-45886-1_2
https://doi.org/10.1007/978-3-319-45886-1_2