3D Plane Labeling Stereo Matching with Content Aware Adaptive Windows

Luis Horna; Robert B. Fisher

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Paper

3D Plane Labeling Stereo Matching with Content Aware Adaptive Windows

Topics: Stereo Vision and Structure from Motion

In Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 6 VISAPP: VISAPP, 162-171, 2017 , Porto, Portugal

Authors: Luis Horna and Robert B. Fisher

Affiliation: The University of Edinburgh, United Kingdom

Keyword(s): Stereo Matching, 3D Labeling, Adaptive Windows.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Motion, Tracking and Stereo Vision ; Stereo Vision and Structure from Motion

Abstract: In this paper, we present an algorithm that exploits both the underlying 3D structure and image entropy to generate an adaptive matching window. The presented algorithm estimates real valued disparity maps by smartly exploring a 3D search space using a novel hypothesis generation approach that acts like a propagation scheduler. The proposed approach is among the top performing results when evaluated in the Middlebury, KITTI 2015 benchmarks.

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Paper citation in several formats:

Horna, L. and B. Fisher, R. (2017). 3D Plane Labeling Stereo Matching with Content Aware Adaptive Windows. In Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 6: VISAPP; ISBN 978-989-758-227-1; ISSN 2184-4321, SciTePress, pages 162-171. DOI: 10.5220/0006105401620171

@conference{visapp17,
author={Luis Horna. and Robert {B. Fisher}.},
title={3D Plane Labeling Stereo Matching with Content Aware Adaptive Windows},
booktitle={Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 6: VISAPP},
year={2017},
pages={162-171},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006105401620171},
isbn={978-989-758-227-1},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 6: VISAPP
TI - 3D Plane Labeling Stereo Matching with Content Aware Adaptive Windows
SN - 978-989-758-227-1
IS - 2184-4321
AU - Horna, L.
AU - B. Fisher, R.
PY - 2017
SP - 162
EP - 171
DO - 10.5220/0006105401620171
PB - SciTePress