Feature extraction of the deformed patterned textile

Zhi Guo Feng; Ka Fai Cedric Yiu; Kai Ling Mak

doi:10.1109/ICICIP.2011.6008245

Feature extraction of the deformed patterned textile

Zhi Guo Feng, Ka Fai Cedric Yiu, Kai Ling Mak

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

1 Citation (Scopus)

Abstract

Deformation is very common in textile materials. In this paper, we consider the feature extraction problem in a deformable textile image, where the original shape is required to be recovered. We formulated this problem as a combined optimal control and optimal parameter selection problem, where the dynamical system is governed by of a set of two-dimensional control functions. After parameterization of the control functions, the problem is transformed into a nonlinear optimization problem, where gradient based optimization methods can be applied. Several numerical examples are illustrated to demonstrate the method.

Original language	English
Title of host publication	Proceedings of the 2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011
Pages	264-266
Number of pages	3
Edition	PART 1
DOIs	https://doi.org/10.1109/ICICIP.2011.6008245
Publication status	Published - 30 Sep 2011
Event	2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011 - Harbin, China Duration: 25 Jul 2011 → 28 Jul 2011

Conference

Conference	2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011
Country	China
City	Harbin
Period	25/07/11 → 28/07/11

ASJC Scopus subject areas

Artificial Intelligence
Information Systems
Control and Systems Engineering

More information

10.1109/ICICIP.2011.6008245

Cite this

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title = "Feature extraction of the deformed patterned textile",

abstract = "Deformation is very common in textile materials. In this paper, we consider the feature extraction problem in a deformable textile image, where the original shape is required to be recovered. We formulated this problem as a combined optimal control and optimal parameter selection problem, where the dynamical system is governed by of a set of two-dimensional control functions. After parameterization of the control functions, the problem is transformed into a nonlinear optimization problem, where gradient based optimization methods can be applied. Several numerical examples are illustrated to demonstrate the method.",

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Feng, ZG, Yiu, KFC & Mak, KL 2011, Feature extraction of the deformed patterned textile. in Proceedings of the 2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011. PART 1 edn, 6008245, pp. 264-266, 2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011, Harbin, China, 25/07/11. https://doi.org/10.1109/ICICIP.2011.6008245

Feature extraction of the deformed patterned textile. / Feng, Zhi Guo; Yiu, Ka Fai Cedric; Mak, Kai Ling.

Proceedings of the 2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011. PART 1. ed. 2011. p. 264-266 6008245.

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

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Feature extraction of the deformed patterned textile

Abstract

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