loading
Papers

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Gianni Allebosch ; David Van Hamme ; Francis Deboeverie ; Peter Veelaert and Wilfried Philips

Affiliation: Ghent University - iMinds, Belgium

ISBN: 978-989-758-091-8

Keyword(s): Foreground Background, Edge Motion, Local Ternary Patterns, Interior.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Image and Video Analysis ; Motion, Tracking and Stereo Vision ; Optical Flow and Motion Analyses ; Segmentation and Grouping ; Video Surveillance and Event Detection

Abstract: Foreground background estimation is an essential task in many video analysis applications. Considerable improvements are still possible, especially concerning light condition invariance. In this paper, we propose a novel algorithm which attends to this requirement. We use modified Local Ternary Pattern (LTP) descriptors to find likely strong and stable “foreground gradient” locations. The proposed algorithm then classifies pixels as interior or exterior, using a shortest path algorithm, which proves to be robust against contour gaps.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 18.210.22.132

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Allebosch, G.; Van Hamme, D.; Deboeverie, F.; Veelaert, P. and Philips, W. (2015). Edge based Foreground Background Estimation with Interior/Exterior Classification.In Proceedings of the 10th International Conference on Computer Vision Theory and Applications - Volume 3: VISAPP, (VISIGRAPP 2015) ISBN 978-989-758-091-8, pages 369-376. DOI: 10.5220/0005358003690376

@conference{visapp15,
author={Gianni Allebosch. and David Van Hamme. and Francis Deboeverie. and Peter Veelaert. and Wilfried Philips.},
title={Edge based Foreground Background Estimation with Interior/Exterior Classification},
booktitle={Proceedings of the 10th International Conference on Computer Vision Theory and Applications - Volume 3: VISAPP, (VISIGRAPP 2015)},
year={2015},
pages={369-376},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005358003690376},
isbn={978-989-758-091-8},
}

TY - CONF

JO - Proceedings of the 10th International Conference on Computer Vision Theory and Applications - Volume 3: VISAPP, (VISIGRAPP 2015)
TI - Edge based Foreground Background Estimation with Interior/Exterior Classification
SN - 978-989-758-091-8
AU - Allebosch, G.
AU - Van Hamme, D.
AU - Deboeverie, F.
AU - Veelaert, P.
AU - Philips, W.
PY - 2015
SP - 369
EP - 376
DO - 10.5220/0005358003690376

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.