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Authors: Jia Wei ; Stephen J. McKenna and Annette A. Ward

Affiliation: School of Computing, University of Dundee, United Kingdom

Keyword(s): Textile segmentation, Pixel labelling, Markov random field, Quantitative evaluation.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Early Vision and Image Representation ; Image and Video Analysis ; Segmentation and Grouping ; Statistical Approach

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.

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Paper citation in several formats:
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 (VISIGRAPP 2009) - Volume 1: VISAPP; ISBN 978-989-8111-69-2; ISSN 2184-4321, SciTePress, pages 201-208. DOI: 10.5220/0001800702010208

@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 (VISIGRAPP 2009) - Volume 1: VISAPP},
year={2009},
pages={201-208},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001800702010208},
isbn={978-989-8111-69-2},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications (VISIGRAPP 2009) - Volume 1: VISAPP
TI - EXTRACTING PRINTED DESIGNS AND WOVEN PATTERNS FROM TEXTILE IMAGES
SN - 978-989-8111-69-2
IS - 2184-4321
AU - Wei, J.
AU - J. McKenna, S.
AU - A. Ward, A.
PY - 2009
SP - 201
EP - 208
DO - 10.5220/0001800702010208
PB - SciTePress

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