REGION-BASED OBJECTIVE EVALUATION OF POLYGONAL MESH SEGMENTATION METHODS

Amira Zguira, Narjes Doggaz, Ezzeddine Zagrouba

2011

Abstract

In this paper, we propose a new region-based objective evaluation approach of polygonal mesh segmentation algorithms. This approach is derived from 2D-images segmentation similarity measures. We quantify an evaluation criterion relatively to each type of segmented mesh-regions, based on a mesh classification method into convex, concave and planar regions. We apply this approach on eight wellselected existing algorithms conducted by a heterogeneous ground-truth. We present and discuss the evaluation results of these techniques by taking into account the corresponding objects’ classes in every type of region. This provides better understanding as to the strengths and weaknesses of each technique in function of each mesh-regions type. That aims to make a better choice concerning the segmentation algorithms for different applications.

Paper Citation

in Harvard Style

Zguira A., Doggaz N. and Zagrouba E. (2011). REGION-BASED OBJECTIVE EVALUATION OF POLYGONAL MESH SEGMENTATION METHODS . In Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2011) ISBN 978-989-8425-47-8, pages 205-209. DOI: 10.5220/0003327702050209

in Bibtex Style

@conference{visapp11,
author={Amira Zguira and Narjes Doggaz and Ezzeddine Zagrouba},
title={REGION-BASED OBJECTIVE EVALUATION OF POLYGONAL MESH SEGMENTATION METHODS},
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2011)},
year={2011},
pages={205-209},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003327702050209},
isbn={978-989-8425-47-8},
}

in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2011)
TI - REGION-BASED OBJECTIVE EVALUATION OF POLYGONAL MESH SEGMENTATION METHODS
SN - 978-989-8425-47-8
AU - Zguira A.
AU - Doggaz N.
AU - Zagrouba E.
PY - 2011
SP - 205
EP - 209
DO - 10.5220/0003327702050209