Class to enable BSpline signal and image processing. Based off of the papers:
M. Unser, A. Aldroubi, and M. Eden, "B-Spline Signal Processing: Part I - Theory," IEEE Trans Sig Proc, 41(2):821-833, Feb 1993.
M. Unser, A. Aldroubi, and M. Eden, "B-Spline Signal Processing: Part II - Efficient Design and Applications," IEEE Trans Sig Proc, 41(2):834-848, Feb 1993.
The class constructor, bsarray.m, takes as input a n-dimensional array, and computes B-spline coefficients for interpolating or smoothing splines of any order less than or equal to 7.
Other member functions enable various computations/manipulations:
indirectFilter.m: reconstructs a signal from BSpline coefficients stored in a bsarray object
partial.m: analytically computes the partial derivative, returning a bsarray object of one less degree in the desired dimension
interp1.m, interp2.m, interp3.m: overloaded versions of interp1, interp2, and interp3, that operate on bsarray objects to interpolate the original data.
See help on each of these functions for instructions on how to call them. |