A Phylogenetic Gaussian process model for the evolution of curves embedded in d-dimensions

I. Mariñas del Collado, A. Bowman, V. Macaulay

Statistical methods which enable shape information on organismsto be used to construct a phylogenetic tree and to learn how shape
evolves are developed. In particular, this allows the evolution of facial curves to be used in studying relationships between and within
different ethnic groups and their ancestors. The main challenge is to exploit the details of surface shape, while maintaining computational feasibility. A Gaussian process approach is adopted.

Keywords: Gaussian processes, phylogenetic evolution, shape analysis, facial curves, nose shape

RM-1 Ramiro Melendreras Award
September 3, 2019  4:50 PM
I3L1. Georgina Blanes building

L. A. Rodríguez Ramírez, J. Cárcamo Urtiaga, A. Cuevas González

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