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Optical Engineering

Full three-dimensional reconstruction using key-frame selection under circular motion
Author(s): Sang-Hoon Kim; Yung-Ho Seo; Yong-In Yun; Jong-Soo Choi
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Paper Abstract

Fundamental-matrix and key-frame selection constitute one of the most important techniques for full 3-D reconstruction of objects from turntable sequences. This paper proposes the new methods for these selection problems in 3-D reconstruction from uncalibrated sequences taken with a turntable and the Fotonovo camera system. Also, we propose a projection-matrix refinement for accurate full 3-D reconstruction. Our approach utilizes single-axis motion. To evaluate the fundamental matrix, camera calibration and 3-D registration are generally needed. Our main contribution is a method for robustly determining the corresponding points between two images, and for accurately filling gaps in a sparse object so as to make surface reconstruction tractable. We do not need all frames, but only few pairs of images (key frames). The key-frame selection has the advantage in camera pose estimation and 3-D scene reconstruction of reducing the computational costs. Experimental results on real image sequences demonstrate accurate object reconstructions and robustness of the proposed methods.

Paper Details

Date Published: 1 April 2008
PDF: 14 pages
Opt. Eng. 47(4) 047003 doi: 10.1117/1.2904004
Published in: Optical Engineering Volume 47, Issue 4
Show Author Affiliations
Sang-Hoon Kim, Chung-Ang Univ. (South Korea)
Yung-Ho Seo, Chung-Ang Univ. (South Korea)
Yong-In Yun, Chung-Ang Univ. (South Korea)
Jong-Soo Choi, Chung-Ang Univ. (South Korea)


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