Selective Use of Appropriate Image Pairs for Shape from Multiple Motions based on Gradient Method

Norio Tagawa, Syouta Tsukada

2016

Abstract

For the gradient-based shape from motion, relative motions with various directions at each 3-D point on a target object are generally effective for accurate shape recovery. On the other hand, a proper motion size exists for each 3-D point having an intensity pattern and a depth that varied in each, i.e., a too large motion causes a large error in depth recovery as an alias problem, and a too small motion is inappropriate from the viewpoint of an SNR. Application of random camera rotations imitating involuntary eye movements of a human eyeball has been proposed, which can generate multiple image pairs. In this study, in order to realize accurate shape recovery, we improve the gradient method based on the multiple image pairs by selecting appropriate image pairs to be used. Its effectiveness is verified through experiments using the actual camera system that we developed.

Paper Citation

in Harvard Style

Tagawa N. and Tsukada S. (2016). Selective Use of Appropriate Image Pairs for Shape from Multiple Motions based on Gradient Method . 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 552-561. DOI: 10.5220/0005778805520561

in Bibtex Style

@conference{visapp16,
author={Norio Tagawa and Syouta Tsukada},
title={Selective Use of Appropriate Image Pairs for Shape from Multiple Motions based on Gradient Method},
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={552-561},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005778805520561},
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 - Selective Use of Appropriate Image Pairs for Shape from Multiple Motions based on Gradient Method
SN - 978-989-758-175-5
AU - Tagawa N.
AU - Tsukada S.
PY - 2016
SP - 552
EP - 561
DO - 10.5220/0005778805520561