Interactive sketch design recognition system using evolutionary techniques

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

Interactive sketch design recognition system using evolutionary techniques

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

The Hong Kong Polytechnic University

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

Abstract

In this study, a methodology that hybridizes a sketch design recognition approach with an interactive genetic algorithm is proposed to help laypersons get clothes reflecting their preference. The sketch design recognition approach consists of a composite description model, a sketch recognition method and a database. First, a composite description model based on the knowledge of fashion design is developed to describe the characteristics of a skirt. Second, a sketch recognition method is used to help laypersons get satisfied clothes. Third, a database contains general elements about skirts. Moreover, an interactive genetic algorithm (IGA) is used to accelerate the sketch recognition process. The subjective experiments results demonstrate that the proposed method outperforms the existing fashion design systems.

Original language	English
Title of host publication	ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics
Pages	67-72
Number of pages	6
Volume	1
Publication status	Published - 14 Sept 2011
Event	8th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2011 - Noordwijkerhout, Netherlands Duration: 28 Jul 2011 → 31 Jul 2011

Conference

Conference	8th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2011
Country/Territory	Netherlands
City	Noordwijkerhout
Period	28/07/11 → 31/07/11

Keywords

Interactive genetic algorithms
Sketch design recognition

ASJC Scopus subject areas

Information Systems
Control and Systems Engineering

Cite this

@inproceedings{a0f1fa9b90db473084f410fbc6586b2c,

title = "Interactive sketch design recognition system using evolutionary techniques",

abstract = "In this study, a methodology that hybridizes a sketch design recognition approach with an interactive genetic algorithm is proposed to help laypersons get clothes reflecting their preference. The sketch design recognition approach consists of a composite description model, a sketch recognition method and a database. First, a composite description model based on the knowledge of fashion design is developed to describe the characteristics of a skirt. Second, a sketch recognition method is used to help laypersons get satisfied clothes. Third, a database contains general elements about skirts. Moreover, an interactive genetic algorithm (IGA) is used to accelerate the sketch recognition process. The subjective experiments results demonstrate that the proposed method outperforms the existing fashion design systems.",

keywords = "Interactive genetic algorithms, Sketch design recognition",

author = "Mok, {Pik Yin} and Wang, {X. X.} and Fan, {J. T.} and Kwok, {Y. L.} and Xin, {John Haozhong}",

year = "2011",

month = sep,

day = "14",

language = "English",

isbn = "9789898425744",

volume = "1",

pages = "67--72",

booktitle = "ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics",

note = "8th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2011 ; Conference date: 28-07-2011 Through 31-07-2011",

}

Mok, PY, Wang, XX, Fan, JT, Kwok, YL & Xin, JH 2011, Interactive sketch design recognition system using evolutionary techniques. in ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics. vol. 1, pp. 67-72, 8th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2011, Noordwijkerhout, Netherlands, 28/07/11.

Interactive sketch design recognition system using evolutionary techniques. / Mok, Pik Yin; Wang, X. X.; Fan, J. T. et al.
ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics. Vol. 1 2011. p. 67-72.

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

TY - GEN

T1 - Interactive sketch design recognition system using evolutionary techniques

AU - Mok, Pik Yin

AU - Wang, X. X.

AU - Fan, J. T.

AU - Kwok, Y. L.

AU - Xin, John Haozhong

PY - 2011/9/14

Y1 - 2011/9/14

N2 - In this study, a methodology that hybridizes a sketch design recognition approach with an interactive genetic algorithm is proposed to help laypersons get clothes reflecting their preference. The sketch design recognition approach consists of a composite description model, a sketch recognition method and a database. First, a composite description model based on the knowledge of fashion design is developed to describe the characteristics of a skirt. Second, a sketch recognition method is used to help laypersons get satisfied clothes. Third, a database contains general elements about skirts. Moreover, an interactive genetic algorithm (IGA) is used to accelerate the sketch recognition process. The subjective experiments results demonstrate that the proposed method outperforms the existing fashion design systems.

AB - In this study, a methodology that hybridizes a sketch design recognition approach with an interactive genetic algorithm is proposed to help laypersons get clothes reflecting their preference. The sketch design recognition approach consists of a composite description model, a sketch recognition method and a database. First, a composite description model based on the knowledge of fashion design is developed to describe the characteristics of a skirt. Second, a sketch recognition method is used to help laypersons get satisfied clothes. Third, a database contains general elements about skirts. Moreover, an interactive genetic algorithm (IGA) is used to accelerate the sketch recognition process. The subjective experiments results demonstrate that the proposed method outperforms the existing fashion design systems.

KW - Interactive genetic algorithms

KW - Sketch design recognition

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M3 - Conference article published in proceeding or book

SN - 9789898425744

VL - 1

SP - 67

EP - 72

BT - ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics

T2 - 8th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2011

Y2 - 28 July 2011 through 31 July 2011

ER -

Interactive sketch design recognition system using evolutionary techniques

Abstract

Conference

Keywords

ASJC Scopus subject areas

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