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浙江大学学报(工学版)
J4  2011, Vol. 45 Issue (2): 234-239    DOI: 10.3785/j.issn.1008-973X.2011.02.007
机械工程     
基于部件库及交互式遗传算法的三维服装设计
耿玉磊, 王进, 陆国栋, 李威龙
浙江大学 CAD&CG国家重点实验室,浙江 杭州 310027
Three-D garment design based on components and interactive
genetic algorithm
GENG Yu-lei, WANG Jin, LU Guo-dong, LI Wei-long
State Key Laboratory of CAD&CG, Zhejiang University, Hangzhou, China, 310027
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摘要：

为提高三维服装设计效率，降低专业性要求，提出一种基于部件库及交互式遗传算法的三维服装设计方法.设计适用于遗传操作的三维服装部件数据结构，并利用参数化建模方法构建了典型三维服装部件库；在此基础上，提出基于部件指针的遗传算法编码方式，使之适合于三维部件的遗传操作，并建立三维部件操作的6种约束机制以保证遗传操作的正确性；另外，对服装部件分别评价的交互方式更能准确地获取用户对服装的适应度评分.实例表明，交互式遗传算法与三维服装设计的有机结合，使三维服装设计更为简易、高效，具有更好的实用性.
Abstract:

To improve the efficiency of the 3D garment design and reduce the professional requirements, a new 3D garment design method based on components and interactive genetic algorithm was proposed. Special data structures for 3D garment components were designed to fit the genetic operation. A 3D component library contains of typical 3D garment components was built by parametric modeling methods.  Then, a new chromosome encoding method based on component pointer was proposed for the genetic operations of 3D garment components. Moreover, six types of constrains were introduced to ensure the genetic process correct. In addition, we introduce a mechanism for users to evaluate the garment components separately, and thus, the fitness rating value could be acquired more accurately. Experiment results shows that our method is more feasible and applicable.
出版日期: 2011-03-17
:  TP 391  
基金资助:

国家“863”高技术研究发展计划资助项目（2009AA04Z103）；浙江省公益技术研究工业项目（2010C31001）；高等学校博士学科点专项基金资助项目（20100101110025）；宁波市自然科学基金资助项目（2010A610117）.
通讯作者: 王进，男，讲师.     E-mail: dwjcom@zju.edu.cn
作者简介: 耿玉磊（1981—），男，山东淄博人，博士生.从事CAD&CG的研究.E-mail: gengyl@zju.edu.cn.
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引用本文:

耿玉磊, 王进, 陆国栋, 李威龙. 基于部件库及交互式遗传算法的三维服装设计[J]. J4, 2011, 45(2): 234-239.

GENG Yu-lei, WANG Jin, LU Guo-dong, LI Wei-long. Three-D garment design based on components and interactive
genetic algorithm. J4, 2011, 45(2): 234-239.

链接本文:

http://www.zjujournals.com/eng/CN/10.3785/j.issn.1008-973X.2011.02.007    或    http://www.zjujournals.com/eng/CN/Y2011/V45/I2/234

［1］ CHITTARO L, CORVAGLIA D. 3D virtual clothing: from garment design to web3D visualization and simulation ［C］∥ 7th International Conference on 3D Web Technology. Tempe, AZ, USA: ACM, 2002: 73-84+204.
［2］ LUO Z G, YUEN M M F. Reactive 2D/3D garment pattern design modification ［J］. ComputerAided Design, 2005, 37(6): 623-630.
［3］ VOLINO P, CORDIER F, THALMANN N M. From early virtual garment simulation to interactive fashion design ［J］. ComputerAided Design, 2005, 37(6): 593-608.
［4］ FONTANA M, RIZZI C, CUGINI U. 3D virtual apparel design for industrial applications ［J］. ComputerAided Design, 2005, 37(6): 609-622.
［5］ SUNGMIN K, CHANG K P. Basic garment pattern generation using geometric modeling method ［J］. International Journal of Clothing Science and Technology, 2007, 19(1): 7-17.
［6］ TURQUIN E, WITHER J, BOISSIEUX L, et al. A sketchbased interface for clothing virtual characters ［J］. IEEE Computer Graphics and Applications, 2007, 27(1): 72-81.
［7］ DECAUDIN P, JULIUS D, WITHER J, et al. Virtual garments: A fully geometric approach for clothing design ［J］. Computer Graphics Forum, 2006, 25(3): 625-634.

［8］ WANG C C L, WANG Y, YUEN M M F. Feature based 3D garment design through 2D sketches ［J］. ComputerAided Design, 2003, 35(7): 659-672.
［9］ WANG J, LU G D, CHEN L, et al. 3D garment surface design using sketchbased modelling method［C］∥ International Technology and Innovation Conference 2006. Hangzhou: IEEE, 2006: 726-732.
［10］ OGATA Y, ONISAWA T. Interactive clothes design support system ［C］∥ Neural Information Processing  14th International Conference. Kitakyushu, Japan: springer, 2008: 657-665.
［11］ GONG D W, HAO G S, ZHOU Y, et al. Interactive genetic algorithms with multipopulation adaptive hierarchy and their application in fashion design ［J］. Applied Mathematics and Computation, 2007, 185(2):1098-1108.
［12］ KIM H S, CHO S B. Application of interactive genetic algorithm to fashion design ［J］. Engineering Applications of Artificial Intelligence, 2000, 13(6): 635-644.
［13］ CHO S B. Towards creative evolutionary systems with interactive genetic algorithm ［J］. Applied Intelligence, 2002, 16(2): 129-138.
［14］ 王进,陆国栋,陈龙,等.三维服装曲面的积件化设计技术及其实现［J］.浙江大学学报：工学版,2009,43(02): 309-314+320.
WANG Jin, Lu Guodong, CHEN Long, et al. Componentsbased 3D apparel surface design technique and its realization ［J］. Journal of Zhejiang University: Engineering Science, 2009; 43(2): 309-314+320.
［15］ 徐文鹏,陆国栋,王剑,等.三维服装CAD中几何约束表达及其求解技术研究［J］.计算机辅助设计与图形学学报,2005,17(5): 1054-1059.
XU Wenpeng, LU Guodong, WANG Jian, et al. Research on geometric constraints description and solving technique in apparel CAD ［J］. Journal of Computer Aided Design and Computer Graphics, 2005, 17(5): 1054-1059.
［16］ 李基拓,陆国栋,张东亮.基于切割路径树优化的三角化网格曲面自动切割［J］.浙江大学学报：工学版,2006,40(8): 1320-1326.
LI Jituo, LU Guodong, ZHANG Dongliang. Automatically trim triangulated surfaces by optimizing seam tree ［J］. Journal of Zhejiang University: Engineering Science, 2006, 40(8): 1320-1326.
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