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cs.CV2020
Representations, Metrics and Statistics For Shape Analysis of Elastic Graphs
Xiaoyang Guo, Anuj Srivastava
Past approaches for statistical shape analysis of objects have focused mainly on objects within the same topological classes, e.g., scalar functions, Euclidean curves, or surfaces,…
cs.CV2019
A Quotient Space Formulation for Generative Statistical Analysis of Graphical Data
Xiaoyang Guo, Anuj Srivastava, Sudeep Sarkar
Complex analyses involving multiple, dependent random quantities often lead to graphical models - a set of nodes denoting variables of interest, and corresponding edges denoting st…