2 citations · 10 across the 12 of their papers we have counts for
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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…
Statistical Shape Analysis of Shape Graphs with Applications to Retinal Blood-Vessel Networks
Aditi Basu Bal, Xiaoyang Guo, Tom Needham +1
This paper provides theoretical and computational developments in statistical shape analysis of shape graphs, and demonstrates them using analysis of complex data from retinal bloo…
Shape Analysis of Functional Data with Elastic Partial Matching
Darshan Bryner, Anuj Srivastava
Elastic Riemannian metrics have been used successfully in the past for statistical treatments of functional and curve shape data. However, this usage has suffered from an important…
Intensity Estimation for Poisson Process with Compositional Noise
Glenna Schluck, Wei Wu, Anuj Srivastava
Intensity estimation for Poisson processes is a classical problem and has been extensively studied over the past few decades. Practical observations, however, often contain composi…