function x = FICT(C) % FICT.m - Fast Inverse Curvelet Transform % This is in fact the adjoint, also the pseudo-inverse % % Inputs % C Cell array containing curvelet coefficients (see % description in FCT.m) % % Outputs % x M-by-N matrix % % See also FCT.m % % Copyright (c) Laurent Demanet, 2004 % Initialization nbscales = length(C) - 1; nbangles_coarse = length(C{end-2}); nbangles = [nbangles_coarse .* 2.^(ceil((nbscales-(2:nbscales))/2)), 1]; N1 = C{end}(1); N2 = C{end}(2); is_real = C{end}(3); M1 = N1/3; M2 = N2/3; bigN1 = 2*floor(2*M1)+1; bigN2 = 2*floor(2*M2)+1; X = zeros(bigN1,bigN2); % Initialization: preparing the lowpass filter at finest scale window_length_1 = floor(2*M1) - floor(M1) - 1 - (mod(N1,3)==0); window_length_2 = floor(2*M2) - floor(M2) - 1 - (mod(N2,3)==0); coord_1 = 0:(1/window_length_1):1; coord_2 = 0:(1/window_length_2):1; [wl_1,wr_1] = wedgewindow(coord_1); [wl_2,wr_2] = wedgewindow(coord_2); lowpass_1 = [wl_1, ones(1,2*floor(M1)+1), wr_1]; if mod(N1,3)==0, lowpass_1 = [0, lowpass_1, 0]; end; lowpass_2 = [wl_2, ones(1,2*floor(M2)+1), wr_2]; if mod(N2,3)==0, lowpass_2 = [0, lowpass_2, 0]; end; lowpass = lowpass_1'*lowpass_2; % Loop: pyramidal reconstruction Xj_topleft_1 = 1; Xj_topleft_2 = 1; for j = 1:(nbscales-1), M1 = M1/2; M2 = M2/2; window_length_1 = floor(2*M1) - floor(M1) - 1; window_length_2 = floor(2*M2) - floor(M2) - 1; coord_1 = 0:(1/window_length_1):1; coord_2 = 0:(1/window_length_2):1; [wl_1,wr_1] = wedgewindow(coord_1); [wl_2,wr_2] = wedgewindow(coord_2); lowpass_1 = [wl_1, ones(1,2*floor(M1)+1), wr_1]; lowpass_2 = [wl_2, ones(1,2*floor(M2)+1), wr_2]; lowpass_next = lowpass_1'*lowpass_2; hipass = sqrt(1 - lowpass_next.^2); Xj = zeros(2*floor(4*M1)+1,2*floor(4*M2)+1); % Loop: angles l = 0; nbquadrants = 2 + 2*(~is_real); nbangles_perquad = nbangles(j)/nbquadrants; for quadrant = 1:nbquadrants M_horiz = M2 * (mod(quadrant,2)==1) + M1 * (mod(quadrant,2)==0); M_vert = M1 * (mod(quadrant,2)==1) + M2 * (mod(quadrant,2)==0); if mod(nbangles_perquad,2), wedge_ticks_left = round((0:(1/(2*nbangles_perquad)):.5)*2*floor(4*M_horiz) + 1); wedge_ticks_right = 2*floor(4*M_horiz) + 2 - wedge_ticks_left; wedge_ticks = [wedge_ticks_left, wedge_ticks_right(end:-1:1)]; else wedge_ticks_left = round((0:(1/(2*nbangles_perquad)):.5)*2*floor(4*M_horiz) + 1); wedge_ticks_right = 2*floor(4*M_horiz) + 2 - wedge_ticks_left; wedge_ticks = [wedge_ticks_left, wedge_ticks_right((end-1):-1:1)]; end; wedge_endpoints = wedge_ticks(2:2:(end-1)); % integers wedge_midpoints = (wedge_endpoints(1:(end-1)) + wedge_endpoints(2:end))/2; % Left corner wedge l = l+1; first_wedge_endpoint_vert = round(2*floor(4*M_vert)/(2*nbangles_perquad) + 1); length_corner_wedge = floor(4*M_vert) - floor(M_vert) + ceil(first_wedge_endpoint_vert/4); Y_corner = 1:length_corner_wedge; XX = meshgrid(1:(2*floor(4*M_horiz)+1),Y_corner); width_wedge = wedge_endpoints(2) + wedge_endpoints(1) - 1; slope_wedge = (floor(4*M_horiz) + 1 - wedge_endpoints(1))/floor(4*M_vert); left_line = round(2 - wedge_endpoints(1) + slope_wedge*(Y_corner - 1)); wrapped_XX = zeros(length_corner_wedge,width_wedge); for row = Y_corner cols = left_line(row) + mod((0:(width_wedge-1))-(left_line(row)-left_line(1)),width_wedge); admissible_cols = round(1/2*(cols+1+abs(cols-1))); wrapped_XX(row,:) = XX(row,admissible_cols); end; YY = Y_corner'*ones(1,width_wedge); slope_wedge_right = (floor(4*M_horiz)+1 - wedge_midpoints(1))/floor(4*M_vert); mid_line_right = wedge_midpoints(1) + slope_wedge_right*(YY - 1); % not integers % in general coord_right = 1/2 + floor(4*M_vert)/(wedge_endpoints(2) - wedge_endpoints(1)) * ... (wrapped_XX - mid_line_right)./(floor(4*M_vert)+1 - YY); C2 = 1/(1/(2*(floor(4*M_horiz))/(wedge_endpoints(1) - 1) - 1) + 1/(2*(floor(4*M_vert))/(first_wedge_endpoint_vert - 1) - 1)); C1 = C2 / (2*(floor(4*M_vert))/(first_wedge_endpoint_vert - 1) - 1); wrapped_XX((wrapped_XX - 1)/floor(4*M_horiz) + (YY-1)/floor(4*M_vert) == 2) = ... wrapped_XX((wrapped_XX - 1)/floor(4*M_horiz) + (YY-1)/floor(4*M_vert) == 2) + 1; coord_corner = C1 + C2 * ((wrapped_XX - 1)/(floor(4*M_horiz)) - (YY - 1)/(floor(4*M_vert))) ./ ... (2-((wrapped_XX - 1)/(floor(4*M_horiz)) + (YY - 1)/(floor(4*M_vert)))); wl_left = wedgewindow(coord_corner); [wl_right,wr_right] = wedgewindow(coord_right); switch is_real case 0 wrapped_data = fft2(C{j}{l})/sqrt(prod(size(C{j}{l}))); wrapped_data = rot90(wrapped_data,(quadrant-1)); case 1 x = fft2(C{j}{l})/sqrt(prod(size(C{j}{l}))); x = rot90(x,(quadrant-1)); wrapped_data = x(1:((end-1)/2),:); case 2 x = squeeze(C{j}{l}(1,:,:)) + sqrt(-1)*squeeze(C{j}{l}(2,:,:)); wrapped_data = fft2(x)/sqrt(prod(size(x)))/sqrt(2); wrapped_data = rot90(wrapped_data,(quadrant-1)); end; wrapped_data = wrapped_data .* wl_left .* wr_right; % Unwrapping data for row = Y_corner cols = left_line(row) + mod((0:(width_wedge-1))-(left_line(row)-left_line(1)),width_wedge); admissible_cols = round(1/2*(cols+1+abs(cols-1))); Xj(row,admissible_cols) = Xj(row,admissible_cols) + wrapped_data(row,:); % We use the following property: in an assignment % A(B) = C where B and C are vectors, if % some value x repeats in B, then the % last occurrence of x is the one % corresponding to the eventual assignment. end; % Regular wedges length_wedge = floor(4*M_vert) - floor(M_vert); Y = 1:length_wedge; for subl = 2:(nbangles_perquad-1); l = l+1; width_wedge = wedge_endpoints(subl+1) - wedge_endpoints(subl-1) + 1; slope_wedge = ((floor(4*M_horiz)+1) - wedge_endpoints(subl))/floor(4*M_vert); left_line = round(wedge_endpoints(subl-1) + slope_wedge*(Y - 1)); wrapped_XX = zeros(length_wedge,width_wedge); for row = Y cols = left_line(row) + mod((0:(width_wedge-1))-(left_line(row)-left_line(1)),width_wedge); wrapped_XX(row,:) = XX(row,cols); end; YY = Y'*ones(1,width_wedge); slope_wedge_left = ((floor(4*M_horiz)+1) - wedge_midpoints(subl-1))/floor(4*M_vert); mid_line_left = wedge_midpoints(subl-1) + slope_wedge_left*(YY - 1); coord_left = 1/2 + floor(4*M_vert)/(wedge_endpoints(subl) - wedge_endpoints(subl-1)) * ... (wrapped_XX - mid_line_left)./(floor(4*M_vert)+1 - YY); slope_wedge_right = ((floor(4*M_horiz)+1) - wedge_midpoints(subl))/floor(4*M_vert); mid_line_right = wedge_midpoints(subl) + slope_wedge_right*(YY - 1); coord_right = 1/2 + floor(4*M_vert)/(wedge_endpoints(subl+1) - wedge_endpoints(subl)) * ... (wrapped_XX - mid_line_right)./(floor(4*M_vert)+1 - YY); wl_left = wedgewindow(coord_left); [wl_right,wr_right] = wedgewindow(coord_right); switch is_real case 0 wrapped_data = fft2(C{j}{l})/sqrt(prod(size(C{j}{l}))); wrapped_data = rot90(wrapped_data,(quadrant-1)); case 1 x = fft2(C{j}{l})/sqrt(prod(size(C{j}{l}))); x = rot90(x,(quadrant-1)); wrapped_data = x(1:((end-1)/2),:); case 2 x = squeeze(C{j}{l}(1,:,:)) + sqrt(-1)*squeeze(C{j}{l}(2,:,:)); wrapped_data = fft2(x)/sqrt(prod(size(x)))/sqrt(2); wrapped_data = rot90(wrapped_data,(quadrant-1)); end; wrapped_data = wrapped_data .* wl_left .* wr_right; % Unwrapping data for row = Y cols = left_line(row) + mod((0:(width_wedge-1))-(left_line(row)-left_line(1)),width_wedge); Xj(row,cols) = Xj(row,cols) + wrapped_data(row,:); end; end; % for subl % Right corner wedge l = l+1; width_wedge = 4*floor(4*M_horiz) + 3 - wedge_endpoints(end) - wedge_endpoints(end-1); slope_wedge = ((floor(4*M_horiz)+1) - wedge_endpoints(end))/floor(4*M_vert); left_line = round(wedge_endpoints(end-1) + slope_wedge*(Y_corner - 1)); wrapped_XX = zeros(length_corner_wedge,width_wedge); for row = Y_corner cols = left_line(row) + mod((0:(width_wedge-1))-(left_line(row)-left_line(1)),width_wedge); admissible_cols = round(1/2*(cols+2*floor(4*M_horiz)+1-abs(cols-(2*floor(4*M_horiz)+1)))); wrapped_XX(row,:) = XX(row,admissible_cols); end; YY = Y_corner'*ones(1,width_wedge); slope_wedge_left = ((floor(4*M_horiz)+1) - wedge_midpoints(end))/floor(4*M_vert); mid_line_left = wedge_midpoints(end) + slope_wedge_left*(YY - 1); coord_left = 1/2 + floor(4*M_vert)/(wedge_endpoints(end) - wedge_endpoints(end-1)) * ... (wrapped_XX - mid_line_left)./(floor(4*M_vert)+1 - YY); C2 = -1/(2*(floor(4*M_horiz))/(wedge_endpoints(end) - 1) - 1 + 1/(2*(floor(4*M_vert))/(first_wedge_endpoint_vert - 1) - 1)); C1 = -C2 * (2*(floor(4*M_horiz))/(wedge_endpoints(end) - 1) - 1); wrapped_XX((wrapped_XX - 1)/floor(4*M_horiz) == (YY-1)/floor(4*M_vert)) = ... wrapped_XX((wrapped_XX - 1)/floor(4*M_horiz) == (YY-1)/floor(4*M_vert)) - 1; coord_corner = C1 + C2 * (2-((wrapped_XX - 1)/(floor(4*M_horiz)) + (YY - 1)/(floor(4*M_vert)))) ./ ... ((wrapped_XX - 1)/(floor(4*M_horiz)) - (YY - 1)/(floor(4*M_vert))); wl_left = wedgewindow(coord_left); [wl_right,wr_right] = wedgewindow(coord_corner); switch is_real case 0 wrapped_data = fft2(C{j}{l})/sqrt(prod(size(C{j}{l}))); wrapped_data = rot90(wrapped_data,(quadrant-1)); case 1 x = fft2(C{j}{l})/sqrt(prod(size(C{j}{l}))); x = rot90(x,(quadrant-1)); wrapped_data = x(1:((end-1)/2),:); case 2 x = squeeze(C{j}{l}(1,:,:)) + sqrt(-1)*squeeze(C{j}{l}(2,:,:)); wrapped_data = fft2(x)/sqrt(prod(size(x)))/sqrt(2); wrapped_data = rot90(wrapped_data,(quadrant-1)); end; wrapped_data = wrapped_data .* wl_left .* wr_right; % Unwrapping data for row = Y_corner cols = left_line(row) + mod((0:(width_wedge-1))-(left_line(row)-left_line(1)),width_wedge); admissible_cols = round(1/2*(cols+2*floor(4*M_horiz)+1-abs(cols-(2*floor(4*M_horiz)+1)))); Xj(row,fliplr(admissible_cols)) = Xj(row,fliplr(admissible_cols)) + wrapped_data(row,end:-1:1); % We use the following property: in an assignment % A(B) = C where B and C are vectors, if % some value x repeats in B, then the % last occurrence of x is the one % corresponding to the eventual assignment. end; Xj = rot90(Xj); end; % for quadrant Xj = Xj .* lowpass; Xj_index1 = ((-floor(2*M1)):floor(2*M1)) + floor(4*M1) + 1; Xj_index2 = ((-floor(2*M2)):floor(2*M2)) + floor(4*M2) + 1; Xj(Xj_index1, Xj_index2) = Xj(Xj_index1, Xj_index2) .* hipass; loc_1 = Xj_topleft_1 + (0:(2*floor(4*M1))); loc_2 = Xj_topleft_2 + (0:(2*floor(4*M2))); X(loc_1,loc_2) = X(loc_1,loc_2) + Xj; % Preparing for loop reentry or exit Xj_topleft_1 = Xj_topleft_1 + floor(4*M1) - floor(2*M1); Xj_topleft_2 = Xj_topleft_2 + floor(4*M2) - floor(2*M2); lowpass = lowpass_next; end; % for j if (~~is_real) Y = X; X = rot90(X,2); X = X + conj(Y); end % Coarsest wavelet level M1 = M1/2; M2 = M2/2; Xj = fftshift(fft2(C{nbscales}{1}))/sqrt(prod(size(C{nbscales}{1}))); loc_1 = Xj_topleft_1 + (0:(2*floor(4*M1))); loc_2 = Xj_topleft_2 + (0:(2*floor(4*M2))); X(loc_1,loc_2) = X(loc_1,loc_2) + Xj .* lowpass; % Folding back onto N1-by-N2 matrix M1 = N1/3; M2 = N2/3; shift_1 = floor(2*M1)-floor(N1/2); shift_2 = floor(2*M2)-floor(N2/2); Y = X(:,(1:N2)+shift_2); Y(:,N2-shift_2+(1:shift_2)) = Y(:,N2-shift_2+(1:shift_2)) + X(:,1:shift_2); Y(:,1:shift_2) = Y(:,1:shift_2) + X(:,N2+shift_2+(1:shift_2)); X = Y((1:N1)+shift_1,:); X(N1-shift_1+(1:shift_1),:) = X(N1-shift_1+(1:shift_1),:) + Y(1:shift_1,:); X(1:shift_1,:) = X(1:shift_1,:) + Y(N1+shift_1+(1:shift_1),:); x = ifft2(ifftshift(X))*sqrt(prod(size(X))); if ~~is_real, x = real(x); end;