期刊文献+

基于自组织映射的产品造型特征辨识研究

A Study on Feature Recognition for Product Modeling Using Self-Organization Mapping
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摘要 为解决长期以来在产品造型设计中缺乏系统化、自动化的设计方法,以汽车侧面造型为例,利用贝塞尔曲线描述汽车造型,确立汽车造型变量,从而可使用数值来表现造型。利用自组织映射神经网络建立模拟消费者的认知机制,分析各造型类别的数值差异,并计算其共同的特性,提取造型特征。该文的研究结果可建立一套能自动提供消费者对产品认知模式的方法,藉以加速设计的流程,辅助设计师有效地进行产品造型设计。 Due to the difficulty in introducing the systematic and automatic methods to product shape design, a side shape design of an automobile is described as an example to show the possible solution by using new design method presented in this paper. The method is firstly to employ bezier curve methodology to quantify shape of an automobile and to establish the shape variables; secondly to simulate the consumer recognizing mechanism by means of an unsupervised learning neural network "Self-Organization Mapping"; thirdly to separate the features of the design shape into different categories and analyze their variable differences accordingly, and finally to derive their common features. The results can be used to build a decision supporting system to shorten the design period and assist the designer to perform the product design effectively.
出处 《工程图学学报》 CSCD 北大核心 2007年第3期113-117,共5页 Journal of Engineering Graphics
关键词 计算机应用 造型特征 自组织映射网络 辨识 computer application features of modeling SOM recognition
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参考文献6

  • 1赵江洪编著..设计心理学[M].北京:北京理工大学出版社,2004:110.
  • 2黄琦,孙守迁,陆亮,潘云鹤.基于特征匹配的产品风格认知方法[J].中国机械工程,2003,14(21):1836-1838. 被引量:16
  • 3Tovey M.Styling and design:intuition and analysis in industrial design[J].Design Studies,1997,18(3):5-31. 被引量:1
  • 4Chan Chiushui.Can style be measured?[J].Design Studies,2000,2l(3):277-291. 被引量:1
  • 5Barhak J,Fischer A.Adaptive reconstruction offreeform objects with 3D SOM neural network grids[J].Computer and Graphics,2002,(26):745-751. 被引量:1
  • 6Barsalou L W,Huttenlocher,Lamberts.Basingcategorization on individuals and events[A].In:Cognitive Psychology[C].1998.203-272. 被引量:1

二级参考文献8

  • 1庄明振 邓建国.造形溯衍模式应用于产品造形开发之探讨[J].工业设计,1995,24(1):3-16. 被引量:3
  • 2吴育东.[D].中国台北:国立成功大学,1999. 被引量:1
  • 3邵承珍 陈俊中 童鼎钧.行动电话产品造形与消费者感性关联之建立[J].工业设计(台湾),2000,28(2):154-159. 被引量:2
  • 4张华城 张育铭.以自组织映射网络建构造形认知模拟系统可行性研究[J].工业设计(台湾),2000,28(2):136-141. 被引量:3
  • 5Tovey M. Styling and Design:Intuition and Analysis in Industrial Design. Design Studies, 1997, 18(3) :249-274. 被引量:1
  • 6Chan Chiu--Shui. Can Style be Measured? Design Studies, 2000,21 (3) : 277 - 291. 被引量:1
  • 7陈俊智.风格操作模式应用于产品造形设计之研究[J].工业设计,2000,28(2):111-115. 被引量:3
  • 8李岳梅,孙守迁,潘云鹤.基于广义特征的创新设计模型及方法的研究[J].中国机械工程,2002,13(4):311-314. 被引量:6

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