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Authors: Ksenia Klionovska ; Heike Benninghoff and Felix Huber

Affiliation: German Aerospace Center, Muenchener street, 20, Wessling and Germany

Keyword(s): Photonic Mixer Device (PMD) Sensor, 3D-2D Pose Estimation, Hough Line Transform.

Related Ontology Subjects/Areas/Topics: Applications ; Computer Vision, Visualization and Computer Graphics ; Image Formation and Preprocessing ; Image Formation, Acquisition Devices and Sensors ; Motion, Tracking and Stereo Vision ; Pattern Recognition ; Robotics ; Software Engineering ; Tracking and Visual Navigation

Abstract: The problem described in this paper concerns the problem of initial pose estimation of a non-cooperative target for space applications. We propose to use a Photonic Mixer Device (PMD) sensor in a close range for the visual navigation in order to estimate position and attitude of the space object. The advantage of the ranging PMD sensor is that it provides two different sources of data: depth and amplitude information of the imaging scene. In this work we make use of it and propose a follow-up initial pose improvement technique with the amplitude images from PMD sensor. It means that we primary calculate the pose of the target with the depth image and then correct the pose to get more accurate result. The algorithm is tested for the set of images in the range 8 to 4.9 meters. The obtained results have shown the evident improvement of the initial pose after correction with the proposed technique.

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Paper citation in several formats:
Klionovska, K.; Benninghoff, H. and Huber, F. (2019). More Accurate Pose Initialization with Redundant Measurements. In Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2019) - Volume 4: VISAPP; ISBN 978-989-758-354-4; ISSN 2184-4321, SciTePress, pages 146-153. DOI: 10.5220/0007378001460153

@conference{visapp19,
author={Ksenia Klionovska. and Heike Benninghoff. and Felix Huber.},
title={More Accurate Pose Initialization with Redundant Measurements},
booktitle={Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2019) - Volume 4: VISAPP},
year={2019},
pages={146-153},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007378001460153},
isbn={978-989-758-354-4},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2019) - Volume 4: VISAPP
TI - More Accurate Pose Initialization with Redundant Measurements
SN - 978-989-758-354-4
IS - 2184-4321
AU - Klionovska, K.
AU - Benninghoff, H.
AU - Huber, F.
PY - 2019
SP - 146
EP - 153
DO - 10.5220/0007378001460153
PB - SciTePress