Home

About

Advanced Search

Browse by Discipline

Scientific Societies

E-print Alerts

Add E-prints

E-print Network
FAQHELPSITE MAPCONTACT US


  Advanced Search  

 
The Use of Genetic Programming for Learning 3D Craniofacial Shape Quantifications
 

Summary: The Use of Genetic Programming for
Learning 3D Craniofacial Shape Quantifications
Indriyati Atmosukarto, Linda G. Shapiro
Department of Computer Science and Engineering
University of Washington, Seattle, WA, USA, 98105
indria, shapiro@cs.washington.edu
Carrie Heike
Seattle Children's Hospital
Craniofacial Center
carrie.heike@seattlechildrens.org
Abstract--Craniofacial disorders commonly result in various
head shape dysmorphologies. The goal of this work is to
quantify the various 3D shape variations that manifest in
the different facial abnormalities in individuals with a cran-
iofacial disorder called 22q11.2 Deletion Syndrome. Genetic
programming (GP) is used to learn the different 3D shape
quantifications. Experimental results show that the GP method
achieves a higher classification rate than those of human
experts and existing computer algorithms [1], [2].
Keywords-3D shape quantification; genetic programming;

  

Source: Anderson, Richard - Department of Computer Science and Engineering, University of Washington at Seattle
Washington at Seattle, University of - Department of Computer Science and Engineering, Graphics and Imaging Laboratory

 

Collections: Computer Technologies and Information Sciences