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

56 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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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.",

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

Abstract

Keywords

ASJC Scopus subject areas

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