1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.CV2025★ 1 cited
Investigating Image Manifolds of 3D Objects: Learning, Shape Analysis, and Comparisons
Benjamin Beaudett, Shenyuan Liang, Anuj Srivastava
Despite high-dimensionality of images, the sets of images of 3D objects have long been hypothesized to form low-dimensional manifolds. What is the nature of such manifolds? How do…
stat.CO2024
Reducing Shape-Graph Complexity with Application to Classification of Retinal Blood Vessels and Neurons
Benjamin Beaudett, Anuj Srivastava
Shape graphs are complex geometrical structures commonly found in biological and anatomical systems. A shape graph is a collection of nodes, some connected by curvilinear edges wit…