An IGA-based design support system for realistic and practical fashion designs

Pik Yin Mok; Jie Xu; X. X. Wang; J. T. Fan; Y. L. Kwok; John Haozhong Xin

doi:10.1016/j.cad.2013.06.014

An IGA-based design support system for realistic and practical fashion designs

Pik Yin Mok
, Jie Xu
, X. X. Wang
, J. T. Fan
, Y. L. Kwok
, John Haozhong Xin

The Hong Kong Polytechnic University

Research output: Journal article publication › Journal article › Academic research › peer-review

60 Citations (Scopus)

Abstract

In this paper, a customised fashion design system is proposed for non-professional users (general customers) to create their preferred fashion designs in a user-friendly way. The proposed sketch design system consists of a sketch representation and composing method, an interactive genetic algorithm (IGA)-based design model, and a user-friendly interface. The sketch representation and composing method generates feasible design sketches, based on the design parameters defined by the IGA-based design model, and the sketches are presented to customers via the user-friendly interface. Experimental results have demonstrated that the proposed system is effective in generating fashion design sketches reflecting users' preference.

Original language	English
Pages (from-to)	1442-1458
Number of pages	17
Journal	CAD Computer Aided Design
Volume	45
Issue number	11
DOIs	https://doi.org/10.1016/j.cad.2013.06.014
Publication status	Published - 5 Aug 2013

Keywords

Fashion design
Interactive genetic algorithms
Mass customisation
Sketch design

ASJC Scopus subject areas

Computer Science Applications
Computer Graphics and Computer-Aided Design
Industrial and Manufacturing Engineering

More information

10.1016/j.cad.2013.06.014

Cite this

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title = "An IGA-based design support system for realistic and practical fashion designs",

abstract = "In this paper, a customised fashion design system is proposed for non-professional users (general customers) to create their preferred fashion designs in a user-friendly way. The proposed sketch design system consists of a sketch representation and composing method, an interactive genetic algorithm (IGA)-based design model, and a user-friendly interface. The sketch representation and composing method generates feasible design sketches, based on the design parameters defined by the IGA-based design model, and the sketches are presented to customers via the user-friendly interface. Experimental results have demonstrated that the proposed system is effective in generating fashion design sketches reflecting users' preference.",

keywords = "Fashion design, Interactive genetic algorithms, Mass customisation, Sketch design",

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AU - Kwok, Y. L.

AU - Xin, John Haozhong

PY - 2013/8/5

Y1 - 2013/8/5

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AB - In this paper, a customised fashion design system is proposed for non-professional users (general customers) to create their preferred fashion designs in a user-friendly way. The proposed sketch design system consists of a sketch representation and composing method, an interactive genetic algorithm (IGA)-based design model, and a user-friendly interface. The sketch representation and composing method generates feasible design sketches, based on the design parameters defined by the IGA-based design model, and the sketches are presented to customers via the user-friendly interface. Experimental results have demonstrated that the proposed system is effective in generating fashion design sketches reflecting users' preference.

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KW - Interactive genetic algorithms

KW - Mass customisation

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ER -

An IGA-based design support system for realistic and practical fashion designs

Abstract

Keywords

ASJC Scopus subject areas

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