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Conference object . 2019
https://doi.org/10.5220/000737...
Article . 2019 . Peer-reviewed
Data sources: Crossref
https://doi.org/10.5220/000737...
Article . 2019 . Peer-reviewed
Data sources: Crossref
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More Accurate Pose Initialization with Redundant Measurements

Authors: Klionovska, Ksenia; Benninghoff, Heike; Huber, Felix;

More Accurate Pose Initialization with Redundant Measurements

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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Keywords

Hough Line Transform, 3D-2D Pose Estimation, Raumflugbetrieb und Astronautentraining, Photonic Mixer Device (PMD) Sensor

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
Green