loading
Documents

Research.Publish.Connect.

Paper

Paper Unlock

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

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

ISBN: 978-989-8111-69-2

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.

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 100.26.182.28

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:
Wei J.; J. McKenna S.; A. Ward A. and (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

@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},
}

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

Login or register to post comments.

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