Photoconsistent relative pose estimation between a PMD 2D3D-camera and multiple intensity cameras.

Beder, C., Schiller, I. and Koch, Reinhard (2008) Photoconsistent relative pose estimation between a PMD 2D3D-camera and multiple intensity cameras. Pattern Recognition, 5096 . pp. 264-273. DOI https://doi.org/10.1007/978-3-540-69321-5_27.

Full text not available from this repository.

Supplementary data:

Abstract

Active range cameras based on the Photonic Mixer Device (PMD) allow to capture low-resolution depth images of dynamic scenes at high frame rates. To use such devices together with high resolution optical cameras (e.g. in media production) the relative pose of the cameras with respect to each other has to be determined. This task becomes even more challenging, if the camera is to be moved and the scene is highly dynamic.
We will present an efficient algorithm for the estimation of the relative pose between a single 2D3D-camera with respect to several optical cameras. The camera geometry together with an intensity consistency criterion will be used to derive a suitable cost function, which will be optimized using gradient descend. It will be shown, how the gradient of the cost function can be efficiently computed from the gradient images of the high resolution optical cameras.
We will show, that the proposed method allows to track and to refine the pose of a moving 2D3D-camera for fully dynamic scenes.

Document Type: Article
Keywords: Cost Function, Ground Truth, Depth Image, Dynamic Scene, High Frame Rate
Research affiliation: OceanRep > The Future Ocean - Cluster of Excellence
Kiel University
Refereed: Yes
Open Access Journal?: No
DOI etc.: https://doi.org/10.1007/978-3-540-69321-5_27
ISSN: 0031-3203
Projects: Future Ocean
Date Deposited: 15 Oct 2010 09:15
Last Modified: 26 Feb 2019 11:43
URI: http://oceanrep.geomar.de/id/eprint/8955

Actions (login required)

View Item View Item