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cs.CV2023
Shape-Graph Matching Network (SGM-net): Registration for Statistical Shape Analysis
Shenyuan Liang, Mauricio Pamplona Segundo, Sathyanarayanan N. Aakur +2
This paper focuses on the statistical analysis of shapes of data objects called shape graphs, a set of nodes connected by articulated curves with arbitrary shapes. A critical need…
stat.ME2023
Peak-Persistence Diagrams for Estimating Shapes and Functions from Noisy Data
Woo Min Kim, Sutanoy Dasgupta, Anuj Srivastava
Estimating signals underlying noisy data is a significant problem in statistics and engineering. Numerous estimators are available in the literature, depending on the observation m…