Browsing Division of Electrical, Electronics, and Computer Science (EECS) by Subject "Savitzky-Golay Filters"

Now showing items 1-2 of 2

    • Optimum Savitzky-Golay Filtering for Signal Estimation 

      Krishnan, Sunder Ram (2018-03-21)
      Motivated by the classic works of Charles M. Stein, we focus on developing risk-estimation frameworks for denoising problems in both one-and two-dimensions. We assume a standard additive noise model, and formulate the ...

    • Savitzky-Golay Filters and Application to Image and Signal Denoising 

      Menon, Seeram V (2018-07-18)
      We explore the applicability of local polynomial approximation of signals for noise suppression. In the context of data regression, Savitzky and Golay showed that least-squares approximation of data with a polynomial of ...