Title :
Boundary conditions for Young-van Vliet recursive filtering
Author :
Triggs, Bill ; Sdika, Michaël
Author_Institution :
GRAVIR-CNRS-INRIA, Montbonnot, France
fDate :
6/1/2006 12:00:00 AM
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.
Keywords :
Gaussian processes; IIR filters; convolution; filtering theory; recursive filters; Gaussian-based convolutions; IIR filter; Young-van Vliet recursive filtering; infinite-impulse-response filter; Boundary conditions; Design methodology; Filtering; Gabor filters; Gaussian approximation; IIR filters; Nonlinear filters; Phase distortion; Signal design; Steady-state; Bidirectional recursive filtering; Gaussian smoothing; boundary conditions;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2006.871980