The Use of Genetic Programming for Learning 3D Craniofacial Shape Quantifications.
The Use of Genetic Programming for Learning 3D Craniofacial Shape Quantifications.
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DOI:
10.1109/icpr.2010.598
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发表时间:
2010
期刊:
影响因子:
--
通讯作者:
Heike C
中科院分区:
文献类型:
--
作者:
Atmosukarto I;Shapiro LG;Heike C
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 craniofacial 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,.