% DISPLAY_FILTER_BANK_2D Display all the fine-resolution filters of the filter 
%    bank and returns the result to display
%
% Usage
%	big_img = DISPLAY_FILTER_BANK_2D(filters, renorm, n)
%
% Input
%    filters (cell of struct): filter banke from a wavelet factory (for 
%    instance).
%    r (bool): renormalize the filters for display or not.
%    n (numeric): cropping size, only for 'fourier_multires' type of
%    function. Not required for spatial support filters.
%
% Output
%    big_img (numeric): displayed filter bank.
%
% Description
%    Display the real and imaginary part of a filter bank and returns it.
% 
% See also
%    DISPLAY_FILTER_2D

function big_img = display_filter_bank_2d(filters, renorm, n)

if(isfield(filters,'phi'))
    if (~exist('n','var'))
		n = min(32, floor(min(filters.meta.size_in)/2 -1));
    end
    if (~exist('renorm','var'))
		renorm = 1;
	end

	margin = 4;
    margin_outer = 10;
	N = 2*n+1;
	N_margin = N + margin;
	J = filters.meta.J;
	L = filters.meta.L;
	big_img = ones(N_margin*J, (2*L+1)*N_margin + 2*margin_outer);


	% low pass : first on the left
	filt_for_disp = display_filter_2d(filters.phi.filter,'r', n);
	M = max(abs(filt_for_disp(:)));
	if (renorm == 0)
		M = 1;
	end
	big_img((1:N), (1:N)) = real(filt_for_disp)/M;

	% band pass : following filters
	for p = 1:numel(filters.psi.filter)
		filter = filters.psi.filter{p};
		filt_for_disp = display_filter_2d(filter,'r', n);
		M = max(abs(filt_for_disp(:)));
		if (renorm == 0)
			M = 1;
		end

		j = filters.psi.meta.j(p);
		theta = filters.psi.meta.theta(p);

		big_img((1:N)+ j*N_margin, ...
                (1:N) + (theta)*N_margin + margin_outer) = ...
                    real(filt_for_disp)/M;
		big_img((1:N)+ j*N_margin, ...
                   (1:N) + (theta+L)*N_margin + 2*margin_outer) = ...
		imag(filt_for_disp)/M;
	end

	imagesc(big_img);
elseif(isfield(filters,'g'))
	
    if (~exist('renorm','var'))
		renorm = 1;
    end
    
    N=filters.meta.size_filter(1);
	margin = 4;
	nFilter=length(filters.g.filter)+length(filters.h.filter);
	N_margin = N + margin;
	L = filters.meta.L;
	big_img = ones(N_margin*nFilter, 2*N_margin);


	% low pass : first on the left
	filt_for_disp = display_filter_2d(filters.h.filter,'r');
	M = max(abs(filt_for_disp(:)));
	if (renorm == 0)
		M = 1;
	end
	big_img((1:N), (1:N)) = real(filt_for_disp)/M;
	big_img((1:N) ,(1:N)+N_margin) = imag(filt_for_disp)/M;

	% band pass : following filters
	for p = 1:numel(filters.g.filter)
		filter = filters.g.filter{p};
		filt_for_disp = display_filter_2d(filter,'r');
		M = max(abs(filt_for_disp(:)));
		if (renorm == 0)
			M = 1;
		end

		%j = filters.g.meta.j(p);
		theta = filters.g.meta.theta(p);

		big_img(1+(1:N)+ p* N_margin, (1:N) + (1-1)*N_margin) = ...
		real(filt_for_disp)/M;
		big_img(1+(1:N)+ p *N_margin, (1:N) + (2-1)*N_margin) = ...
		imag(filt_for_disp)/M;
	end

	imagesc(big_img);
    
    
    
else
    error('The display of this filter bank has not been implemented');
end
scatnet
github-repos/MATLAB/scatnet-scatnet/scatnet-59d935afa20359845282a3518134e24244862c1f/display/display_filter_bank_2d.m
scatnet
github-repos/MATLAB/scatnet-scatnet
59d935afa20359845282a3518134e24244862c1f