3-D Statistical Shape Modeling and Application to Prototyping of Hearing Aids

被引:0
|
作者
Unal, Gozde [1 ]
Nain, Delphine [2 ]
Slabaugh, Greg [2 ]
Fang, Tong [2 ]
机构
[1] Sabanci Univ, Muhendisl & Doga Bilimleri Fak, Tuzla, Turkey
[2] Siemens Corp Res, Adapt Tech Program, Princeton, NJ USA
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中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper we present a 3D shape modeling method using a statistical shape analysis framework, for design of implants and prosthetic devices customized to a patient's anatomy. We present a novel method to learn the relationship between two classes of shapes, which are related by certain operations or transformation. The two associated shape classes are represented in a lower dimensional manifold, and the reduced set of parameters obtained in this subspace is utilized in an estimation, which is exemplified by a multivariate regression in this paper lye demonstrate our method with a felicitous application to estimation of customized hearing aid devices.
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页码:234 / +
页数:2
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