2 papers
stat.ME2025
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…
stat.ML2025
Convergence and clustering analysis for Mean Shift with radially symmetric, positive definite kernels
Susovan Pal
The mean shift (MS) is a non-parametric, density-based, iterative algorithm with prominent usage in clustering and image segmentation. A rigorous proof for the convergence of its m…