A Turntable-based Approach for Ground Truth Tracking Data Generation

Zoltán Pusztai, Levente Hajder

2016

Abstract

Quantitative evaluation of feature trackers can lead significant improvements in accuracy. There are widely used ground truth databases in the field. One of the most popular datasets is the Middlebury database to compare optical flow algorithms. However, the database does not contain rotating 3D objects. This paper proposes a turntable-based approach that fills this gap. The key challenge here is to calibrate very accurately the applied camera, projector, and turntable. We show here that this is possible, even if just a simple chessboard plane is used for the calibration. The proposed approach is validated on 3D reconstruction and ground truth tracking data generation of real-world objects.

Paper Citation

in Harvard Style

Pusztai Z. and Hajder L. (2016). A Turntable-based Approach for Ground Truth Tracking Data Generation . In Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 3: VISAPP, (VISIGRAPP 2016) ISBN 978-989-758-175-5, pages 498-509. DOI: 10.5220/0005719404980509

in Bibtex Style

@conference{visapp16,
author={Zoltán Pusztai and Levente Hajder},
title={A Turntable-based Approach for Ground Truth Tracking Data Generation},
booktitle={Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 3: VISAPP, (VISIGRAPP 2016)},
year={2016},
pages={498-509},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005719404980509},
isbn={978-989-758-175-5},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 3: VISAPP, (VISIGRAPP 2016)
TI - A Turntable-based Approach for Ground Truth Tracking Data Generation
SN - 978-989-758-175-5
AU - Pusztai Z.
AU - Hajder L.
PY - 2016
SP - 498
EP - 509
DO - 10.5220/0005719404980509