Generating shapes by analogies: An application to hearing aid design


Unal G. , NAIN D., SLABAUGH G., FANG T.

COMPUTER-AIDED DESIGN, cilt.43, ss.47-56, 2011 (SCI İndekslerine Giren Dergi) identifier identifier

  • Cilt numarası: 43 Konu: 1
  • Basım Tarihi: 2011
  • Doi Numarası: 10.1016/j.cad.2010.09.008
  • Dergi Adı: COMPUTER-AIDED DESIGN
  • Sayfa Sayıları: ss.47-56

Özet

3D shape modeling is a crucial component of rapid prototyping systems that customize shapes of implants and prosthetic devices to a patient s anatomy In this paper we present a solution to the problem of customized 3D shape modeling using a statistical shape analysis framework. We design 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 We demonstrate our method with a felicitous application to the estimation of customized hearing aid devices (C) 2010 Elsevier Ltd All rights reserved