On the Detection and Matching of Structures on Less-textured Scenes

Wan-Lei Zhao, Wonmin Byeon, Thomas M. Breuel

2013

Abstract

Due to the lack of non-zero gradients around the structures in the less textured scenes, current local feature can hardly be applied in less textured object detection. To deal with this issue, two types of local structures, namely, corner and closed region are proposed in this paper. They are based on purely object contours, which are easier to obtain in less textured scenes. Compare to existing detectors, these features describe objects’ local structures in a better way. In addition, these new type of local structures also bring the advantage that allows us to have different level of abstraction on the object structures. Its effectiveness has been evaluated under various transformations.

Paper Citation

in Harvard Style

Zhao W., Byeon W. and M. Breuel T. (2013). On the Detection and Matching of Structures on Less-textured Scenes . In Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2013) ISBN 978-989-8565-47-1, pages 449-454. DOI: 10.5220/0004275404490454

in Bibtex Style

@conference{visapp13,
author={Wan-Lei Zhao and Wonmin Byeon and Thomas M. Breuel},
title={On the Detection and Matching of Structures on Less-textured Scenes},
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2013)},
year={2013},
pages={449-454},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004275404490454},
isbn={978-989-8565-47-1},
}

in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2013)
TI - On the Detection and Matching of Structures on Less-textured Scenes
SN - 978-989-8565-47-1
AU - Zhao W.
AU - Byeon W.
AU - M. Breuel T.
PY - 2013
SP - 449
EP - 454
DO - 10.5220/0004275404490454