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math.NA2020
Iterative Methods for Computing Eigenvectors of Nonlinear Operators
Guy Gilboa
In this chapter we are examining several iterative methods for solving nonlinear eigenvalue problems. These arise in variational image-processing, graph partition and classificatio…
math.NA2019
Revealing Stable and Unstable Modes of Generic Denoisers through Nonlinear Eigenvalue Analysis
Ester Hait-Fraenkel, Guy Gilboa
In this paper, we propose to analyze stable and unstable modes of generic image denoisers through nonlinear eigenvalue analysis. We attempt to find input images for which the outpu…