Simultaneous Multiple Regularization Parameter Selection by Means of the L-hypersurface with Applications to Linear Inverse Problems Posed in the Wavelet Transform Domain

@inproceedings{Miller1998SimultaneousMR,
  title={Simultaneous Multiple Regularization Parameter Selection by Means of the L-hypersurface with Applications to Linear Inverse Problems Posed in the Wavelet Transform Domain},
  author={Eric L. Miller and Forsyth BuildingNortheastern UniversityBoston},
  year={1998}
}
  • Eric L. Miller, Forsyth BuildingNortheastern UniversityBoston
  • Published 1998
In this paper, we introduce the L-hypersurface method for use in linear inverse problems. The new method is intended to select multiple regularization parameters simultaneously. It is a multidimensional extension of classical L-curve method and hence does not require any speciic knowledge about the noise level or signal semi-norm. We give examples of the L-hypersurface method applied to the linear inverse problems posed in the wavelet domain and evaluate the performance of the new method on a… CONTINUE READING

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