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signal-recovery

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LovelaceSquare / whittaker-smoother-with-missing-values

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A Whittaker smoother using penalized LS & iterative imputation to smooth data & fill gaps.

time-series interpolation matlab smoothing regularization missing-data preprocessing sparse-matrix chemometrics denoising incomplete-data weight-matrix spectral-reconstruction nan-handling penalized-least-squares whittaker-smoother eilers signal-recovery iterative-imputation data-gap-filling
  • Updated Aug 7, 2026
  • MATLAB

LovelaceSquare / birfi-ls-smoothing

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BIRFI estimates the IRF via least squares and smoothing penalty from the fluorescence decay itself.

matlab convolution microscopy spectroscopy chemometrics tikhonov-regularization blind-deconvolution hankel-matrix inverse-problem trfs instrument-response-function penalized-least-squares second-order-difference birfi irf-estimation time-resolved-fluorescence fluorescence-decay regularized-inversion signal-recovery smoothing-penalty
  • Updated Aug 7, 2026
  • MATLAB

LovelaceSquare / birfi-ls

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BIRFI estimates the IRF via least squares and Tikhonov penalty from the fluorescence decay itself.

matlab convolution microscopy spectroscopy chemometrics tikhonov-regularization blind-deconvolution hankel-matrix inverse-problem trfs instrument-response-function penalized-least-squares birfi irf-estimation ridge-penalty time-resolved-fluorescence fluorescence-decay identity-penalty regularized-inversion signal-recovery
  • Updated Aug 7, 2026
  • MATLAB

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