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inria-00548616, version 1

Boundary conditions for Young - van Vliet recursive filtering

Bill Triggs 1, Michaël Sdika 1

IEEE Transactions on Signal Processing 54, 6 (2006) 2365 - 2367

Abstract: Young and van Vliet have designed computationally efficient methods for approximating Gaussian-based convolutions by running a recursive infinite-impulse-response (IIR) filter forward over the input signal, then running a second IIR filter backward over the first filter's output. To transition between the two filters, they use a suboptimal heuristic that produces significant amplitude and phase distortion for all points within about three standard deviations of the right-hand boundary. In this correspondence, a simple linear transition rule that eliminates this distortion is derived.

  • Domain : Computer Science/Computer Vision and Pattern Recognition
  • Keywords : Gaussian processes – IIR filters – convolution – filtering theory – recursive filters
 
  • inria-00548616, version 1
  • oai:hal.inria.fr:inria-00548616
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  • Submitted on: Monday, 20 December 2010 10:07:44
  • Updated on: Monday, 10 January 2011 13:46:55
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