Classification and Visualization Based on Derived Image Features: Application to Genetic Syndromes

Data transformations prior to analysis may be beneficial in classification tasks. In this article we investigate a set of such transformations on 2D graph-data derived from facial images and their effect on classification accuracy in a high-dimensional setting. These transformations are low-variance...

Descripción completa

Detalles Bibliográficos
Autores principales: Balliu, Brunilda, Würtz, Rolf P., Horsthemke, Bernhard, Wieczorek, Dagmar, Böhringer, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4236018/
https://www.ncbi.nlm.nih.gov/pubmed/25405460
http://dx.doi.org/10.1371/journal.pone.0109033

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4236018/
https://www.ncbi.nlm.nih.gov/pubmed/25405460
http://dx.doi.org/10.1371/journal.pone.0109033

Ejemplares similares