2 citations · 2 across the 3 of their papers we have counts for
3 papers
A Riemannian Framework for Linear and Quadratic Discriminant Analysis on the Tangent Space of Shapes
Susovan Pal, Roger P. Woods, Suchit Panjiyar +3
We present a Riemannian framework for linear and quadratic discriminant classification on the tangent plane of the shape space of curves. The shape space is infinite dimensional an…
StreamNet: A WAE for White Matter Streamline Analysis
Andrew Lizarraga, Katherine L. Narr, Kirsten A. Donald +1
We present StreamNet, an autoencoder architecture for the analysis of the highly heterogeneous geometry of large collections of white matter streamlines. This proposed framework ta…
Alignment of Tractography Streamlines using Deformation Transfer via Parallel Transport
Andrew Lizarraga, David Lee, Antoni Kubicki +4
We present a geometric framework for aligning white matter fiber tracts. By registering fiber tracts between brains, one expects to see overlap of anatomical structures that often…