📄 perform_pyramid_transform_ti.m
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function MW = perform_pyramid_transform_ti( M, Jmin,options )
% perform_pyramid_transform_ti - gaussian pyramidal transform (1D or 2D).
%
% MW = perform_pyramid_transform_ti( M, M_src,Jmin,options )
%
% 'options' is a struct that can contains
% - 'sigma': basis variance.
% - 'bound': boundary extension (eiter 'sym' or 'per').
%
% Decompose M as
% M = MW{p} + sum_{k=1...p-1} MW{k}
% with
% MW{k} = M * ( G(sigma*2^j)-G(sigma*2^(j-1)) )
% where G(s) is a gaussian filter with variance s.
%
% Warning : this decomposition is redundant (it is
% translation-invariant), and does not conserve energy at all ...
% Good for computer vision applications !
%
% Copyright (c) 2004 Gabriel Peyr
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