% [PYR, INDICES] = buildSFpyrLevs(LODFT, LOGRAD, XRCOS, YRCOS, ANGLE, HEIGHT, NBANDS) % % Recursive function for constructing levels of a steerable pyramid. This % is called by buildSFpyr, and is not usually called directly. % Eero Simoncelli, 5/97. function [pyr,pind] = buildSFpyrLevs(lodft,log_rad,Xrcos,Yrcos,angle,ht,nbands); if (ht <= 0) lo0 = ifft2(ifftshift(lodft)); pyr = real(lo0(:)); pind = size(lo0); else bands = zeros(prod(size(lodft)), nbands); bind = zeros(nbands,2); % log_rad = log_rad + 1; Xrcos = Xrcos - log2(2); % shift origin of lut by 1 octave. lutsize = 1024; Xcosn = pi*[-(2*lutsize+1):(lutsize+1)]/lutsize; % [-2*pi:pi] order = nbands-1; %% divide by sqrt(sum_(n=0)^(N-1) cos(pi*n/N)^(2(N-1)) ) %% Thanks to Patrick Teo for writing this out :) const = (2^(2*order))*(factorial(order)^2)/(nbands*factorial(2*order)); Ycosn = sqrt(const) * (cos(Xcosn)).^order; himask = pointOp(log_rad, Yrcos, Xrcos(1), Xrcos(2)-Xrcos(1), 0); for b = 1:nbands anglemask = pointOp(angle, Ycosn, Xcosn(1)+pi*(b-1)/nbands, Xcosn(2)-Xcosn(1)); banddft = ((-sqrt(-1))^order) .* lodft .* anglemask .* himask; band = ifft2(ifftshift(banddft)); bands(:,b) = real(band(:)); bind(b,:) = size(band); end dims = size(lodft); ctr = ceil((dims+0.5)/2); lodims = ceil((dims-0.5)/2); loctr = ceil((lodims+0.5)/2); lostart = ctr-loctr+1; loend = lostart+lodims-1; log_rad = log_rad(lostart(1):loend(1),lostart(2):loend(2)); angle = angle(lostart(1):loend(1),lostart(2):loend(2)); lodft = lodft(lostart(1):loend(1),lostart(2):loend(2)); YIrcos = abs(sqrt(1.0 - Yrcos.^2)); lomask = pointOp(log_rad, YIrcos, Xrcos(1), Xrcos(2)-Xrcos(1), 0); lodft = lomask .* lodft; [npyr,nind] = buildSFpyrLevs(lodft, log_rad, Xrcos, Yrcos, angle, ht-1, nbands); pyr = [bands(:); npyr]; pind = [bind; nind]; end