DSAC - Differentiable RANSAC for Camera Localization

RANSAC is an important algorithm in robust optimization and a central building block for many computer vision applications. In recent years, traditionally hand-crafted pipelines have been replaced by deep learning pipelines, which can be trained in an end-to-end fashion. However, RANSAC has so far n...

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Bibliographic Details

Published in:	2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pp. 2492 - 2500
Main Authors:	Brachmann, Eric, Krull, Alexander, Nowozin, Sebastian, Shotton, Jamie, Michel, Frank, Gumhold, Stefan, Rother, Carsten
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.07.2017
Subjects:	Cameras Computer vision Machine learning Pipelines Robustness Three-dimensional displays
ISSN:	1063-6919, 1063-6919
Online Access:	Get full text
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