Branching Gaussian Processes with Applications to Spatiotemporal Reconstruction of 3D Trees

no code implementations • 14 Aug 2016 • Kyle Simek, Ravishankar Palanivelu, Kobus Barnard

We propose a new general-purpose prior, a branching Gaussian processes (BGP), that models spatial smoothness and temporal dynamics of curves while enforcing attachment between them.

3D Reconstruction Gaussian Processes