【24h】

PRODUCT PERSONALIZATION USING 3D PARAMETRIC FACE MODELS: AN EXAMPLE OF THE EYEGLASS FRAME DESIGN

机译:使用3D参数面部模型进行产品个性化:眼镜框设计示例

获取原文

摘要

Personalized design enhances the values added by a product or service by satisfying individual customer requirements. It has become a trend in consumer product development nowadays. This paper proposes a method for design personalization of the eyeglasses frame using anthropometric data. Three-dimensional face models were constructed using non-contact scanning devices. Principal Component Analysis (PCA) was applied to reduce the data complexity while preserving sufficient data variance. Kriging based parametric models correlate the mesh point coordinates of a face model to a set of feature parameters. The correlation allows synthesizing and controlling 3D facial geometry approximating to individual users with given parameter values. Rendering the synthesized geometry with human face images generates realistic face models. These models not only allow adjusting the frame design in real-time, but also evaluating whether or how the design style fits individual face characteristics. This study enhances the practical values of 3D anthropometric data by realizing the concept of human-centric design.
机译:个性化设计通过满足个人客户需求来提高产品或服务所增加的价值。如今,它已成为消费产品开发中的一种趋势。本文提出了一种利用人体测量数据对眼镜架进行设计个性化的方法。使用非接触式扫描设备构建了三维人脸模型。应用主成分分析(PCA)可以降低数据复杂性,同时保留足够的数据差异。基于Kriging的参数模型将面部模型的网格点坐标与一组特征参数相关联。该相关性允许合成和控制具有给定参数值的逼近单个用户的3D面部几何形状。用人脸图像渲染合成的几何图形会生成逼真的人脸模型。这些模型不仅允许实时调整框架设计,还可以评估设计样式是否或如何适合各个面部特征。这项研究通过实现以人为本的设计概念,提高了3D人体测量数据的实用价值。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号