EXTRACTING PRINTED DESIGNS AND WOVEN PATTERNS FROM TEXTILE IMAGES

Jia Wei, Stephen J. McKenna, Annette A. Ward

2009

Abstract

The extraction of printed designs and woven patterns from textiles is formulated as a pixel labelling problem. Algorithms based on Markov random field (MRF) optimisation and reestimation are described and evaluated on images from an historical fabric archive. A method for quantitative evaluation is presented and used to compare the performance of MRF models optimised using $\alpha-$expansion and iterated conditional modes, both with and without parameter reestimation. Results are promising for potential application to content-based indexing and browsing.

Paper Citation

in Harvard Style

Wei J., J. McKenna S. and A. Ward A. (2009). EXTRACTING PRINTED DESIGNS AND WOVEN PATTERNS FROM TEXTILE IMAGES . In Proceedings of the Fourth International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2009) ISBN 978-989-8111-69-2, pages 201-208. DOI: 10.5220/0001800702010208

in Bibtex Style

@conference{visapp09,
author={Jia Wei and Stephen J. McKenna and Annette A. Ward},
title={EXTRACTING PRINTED DESIGNS AND WOVEN PATTERNS FROM TEXTILE IMAGES},
booktitle={Proceedings of the Fourth International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2009)},
year={2009},
pages={201-208},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001800702010208},
isbn={978-989-8111-69-2},
}

in EndNote Style

TY - CONF
JO - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2009)
TI - EXTRACTING PRINTED DESIGNS AND WOVEN PATTERNS FROM TEXTILE IMAGES
SN - 978-989-8111-69-2
AU - Wei J.
AU - J. McKenna S.
AU - A. Ward A.
PY - 2009
SP - 201
EP - 208
DO - 10.5220/0001800702010208