The Robustness of Level Sets

نویسندگان

  • Paul Bendich
  • Herbert Edelsbrunner
  • Dmitriy Morozov
  • Amit K. Patel
چکیده

We define the robustness of a level set homology class of a function f : X → R as the magnitude of a perturbation necessary to kill the class. Casting this notion into a group theoretic framework, we compute the robustness for each class, using a connection to extended persistent homology. The special case X = R 3 has ramifications in medical imaging and scientific visualization.

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تاریخ انتشار 2010