Document Type

Journal Article

Department/Unit

Department of Mathematics

Language

English

Abstract

This paper analyzes the cartoon and texture structures to inspect and visualize defective objects in a patterned fabric image. It presents a method of an image decomposition (ID) and solves it by a convex optimization algorithm. Our experimental results on benchmark fabric images are superior to those by other methods.

Keywords

Classification, convex optimization, image decomposition, operator splitting method, patterned fabric inspection

Publication Date

7-2014

Source Publication Title

IEEE Transactions on Automation Science and Engineering

Volume

11

Issue

3

Start Page

943

End Page

947

Publisher

Institute of Electrical and Electronics Engineers

Peer Reviewed

1

Copyright

1545-5955 © 2014 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission. See http://www.ieee.org/publications_standards/publications/rights/index.html for more information.

Funder

The work of M. K. Ng is supported by RGC Grants and HKBU FRG Grants. The work of H. Y. T. Ngan is supported by HKBU FRG Grant FRG1/12-13/075. The work of X. M. Yuan is supported by the General Research Fund of Hong Kong 203712. The work of W. X. Zhang is supported by NNSFC 11301055.

DOI

10.1109/TASE.2014.2314240

Link to Publisher's Edition

http://dx.doi.org/10.1109/TASE.2014.2314240

ISSN (print)

15455955

Included in

Mathematics Commons

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