function h=som_show(sMap, varargin) % SOM_SHOW Basic SOM visualizations: component planes, u-matrix etc. % % h = som_show(sMap, ['argID', value, ...]) % % som_show(sMap); % som_show(sMap,'bar','none'); % som_show(sMap,'comp',[1:3],'umat','all'); % som_show(sMap,'comp',[1 2],'umat',{[1 2],'1,2 only'},'comp',[3:6]); % som_show(sMap,'size',m,'bar','vert','edge','off'); % % Input and output arguments ([]'s are optional): % sMap (struct) map struct % [argID, (string) Additional parameters are given as argID, value % value] (varies) pairs. See below for list of valid IDs and values. % % h (struct) struct with the following fields: % .plane (vector) handles to the axes objecets (subplots) % .colorbar (vector) handles to the colorbars. Colorbars for empty % grids & RGB color planes do not exist: the % value for them in the vector is -1. % .label (vector) handles to the axis labels % % Here are the valid argument IDs and corresponding values. M is % the number of map units % 'comp' Which component planes to draw, title is % the name of the component (from sMap.comp_names) % (vector) a vector of component indices % (string) 'all' (or '' or []) for all components % 'compi' as 'comp' but uses interpolated shading % 'umat' Show u-matrix calculated using specified % components % (vector) a vector of component indeces % (string) 'all' (or '' or []) to use all components % (cell) of form {v, str} uses v as the vector, and put % str as title instead of the default 'U-matrix' % 'umati' as 'umat' but uses interpolated shading of colors % 'empty' (string) Make an empty plane using given string as title % 'color' Set arbitrary unit colors explicitly % (matrix) size Mx1 or Mx3, Mx1 matrix uses indexed % coloring; Mx3 matrix (RGB triples as rows) % defines fixed unit colors % (cell) of from {color, str}. 'color' is the Mx1 % or Mx3 RGB triple matrix and 'str' is title % string % 'colori' as 'color' but uses interpolated shading of colors % 'norm' (string) 'n' or 'd': Whether to show normalized 'n' or % denormalized 'd' data values on the % colorbar. By default denormalized values are used. % 'bar' (string) Colorbar direction: 'horiz', 'vert' (default) % or 'none' % 'size' size of the units % (scalar) same size for each unit, default is 1 % (vector) size Mx1, individual size for each unit % 'edge' (string) Unit edges on component planes 'on' % (default) or 'off' % 'footnote' (string) Footnote string, sMap.name by default % 'colormap' (matrix) user defined colormap % 'subplots' (vector) size 1 x 2, the number of subplots in y- and % and x-directions (as in SUBPLOT command) % % If identifiers 'comp', 'compi', 'umat', 'umati', 'color', 'colori' % or 'empty' are not specified at all, e.g. som_show(sMap) or % som_show(sMap,'bar','none'), the U-matrix and all component planes % are shown. % % For more help, try 'type som_show' or check out online documentation. % See also SOM_SHOW_ADD, SOM_SHOW_CLEAR, SOM_UMAT, SOM_CPLANE, SOM_GRID. %%%%%%%%%%%% DETAILED DESCRIPTION %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % som_show % % PURPOSE % % Shows basic visualizations of SOM: component planes, unified distance % matrices as well as empty planes and fixed color planes. % % SYNTAX % % h = som_show(sMap) % h = som_show(sMap, 'argID', value, ...) % % DESCRIPTION % % This function is used for basic visualization of the SOM. Four % kinds of SOM planes can be shown: % % 1. U-matrix (see SOM_UMAT) which shows clustering structure of % the SOM. Either all or just part of the components can % be used in calculating the U-matrix. % 2. component planes: each component plane shows the values of % one variable in each map unit % 3. an empty plane which may be used as a base for, e.g., hit % histogram visualization or labeling (see SOM_SHOW_ADD) % 4. a fixed or indexed color representation for showing color coding or % clustering % % The component planes and u-matrices may have colorbars showing the % scale for the variable. The scale shows by default the values that % variables have in the map struct. It may be changed to show the % original data values (estimated by SOM_DENORMALIZE). In this case a % small 'd' appears below the colorbar. The orientation of these % colorbars may be changed, or they can be removed. % % By default the u-matrix - calculated using all variables - and all % component planes are shown. This is achieved by giving command % som_show(sMap) without any further arguments % % REQUIRED INPUT ARGUMENTS % % sMap (struct) Map to be shown. If only this argument is % specified, the function draws first the u-matrix % calculated using all the variables followed by all % the component planes. % % OPTIONAL INPUT ARGUMENTS % % (M is the number of map units) % % Optional arguments must be given as 'argID',value -pairs % % 'comp' Defines the variabels to be shown as component planes. % (vector) 1xN or Nx1 vector with integer positive numbers ranging % from 1 to the number of variables in the map codebook % (dim). This vector determines the variables to be show % as component planes and their order. Note that the same % component plane (the same variable index) is allowed to % occur several times. % (string) 'all' or '' or []. This uses all variables, that is, it's % the same that using value [1:dim] where dim is the % number of variables in the codebook. % % 'compi' Same as 'comp' but uses a Gouraud shaded color plane % (made using SOM_GRID function) instead of the cell-like % visualization of 'comp' (made using SOM_CPLANE). Note % that the color interpolation doesn't work strictly % correctly on 'hexa' grid, as it uses rectangular grid % (see SURF). % % 'umat' Show U-matrix: value defines the variables to be used % for calculating a u-matrix. % (vector) as in 'comps'. However, multiple occurences of the % same variable (same variable index) are ignored. % (string) 'all' or '' or []. This uses all variables, that is, % is the same as using value [1:dim] where dim is the % number of variables in the codebook. % (cell) of form {v, str} where v is a valid index vector for 'umat' % (see above) and str is a string that is used as a title % for the u-matrix instead of the default title % 'U-matrix'. This may be useful if several u-matrices % are shown in the same figure. % % 'umati' Same as 'umat' but uses shaded color plane (see 'compi'). % % 'empty' Show an empty plane (patch edges only) % (string) value is used as title % % 'color' Define fixed RGB colors for the map units % (matrix) a Mx3 matrix of RGB triples as rows % (vector) a Mx1 vector of any values: sets indexed coloring using % the current colormap (as SURF does) % (matrix) a Mx3xN matrix of RGB triples as rows. This gives N % color planes. % (matrix) a Mx1xN matrix of any values: sets indexed coloring using % the current colormap (as SURF does). This gives N % color planes. % (cell) of form {rgb, str} where rgb is a Mx3 (xN) matrix of RGB % triples as rows and str is a string that is used as % title(s). % (cell) of form {v, str} where v is a Mx1(xN) matrix of values % and str is a string that is used as title(s). % % 'colori' Same as 'color' but uses shaded color plane (see 'compi'). % % 'norm' Defines whether to use normalized or denormalized % values in the colorbar. If denormalized values are % used, they are acquired from SOM_DENORMALIZE function % using sMap.comp_norm field. % (string) 'd' (default) for denormalized values and 'n' for % normalized values. The corresponding letter appears % below the colorbar. % % 'bar' Define the direction of the colorbars for component planes % and U-matrices or turn them completely off. % (string) 'vert' (default), 'horiz' or 'none'. 'vert' gives % vertical and 'horiz' horizontal colorbars. 'none' % shows no colorbars at all. % % 'size' Define sizes of the units. % (scalar) all units have the same size (1 by default) % (vector) size Mx1, each unit gets individual size scaling % (as in SOM_CPLANE) % % 'edge' Unit edges on component plane visualizations. % (string) 'on' or 'off' determines whether the unit edges on component % planes ('comp') are shown or not. Default is 'off'. Note that % U-matrix and color planes are _always_ drawn without edges. % % 'footnote' Text on the figure % (string) is printed as a movable text object on the figure % where it may be moved using mouse. Default value is the % string in the sMap.name field. Note: value [] gives the % string, but input value '' gives no footnote a all. % See VIS_FOOTNOTE for more information on the text object % and ways to change its font size. % % 'colormap' som_show ghages the colormap by default to a gray-level map % (matrix) This argument is used to set some other colormap. % % 'subplots' the number of subplots in y- and x-directions, as in % (vector) command SUBPLOT % % OUTPUT ARGUMENTS % % h (struct) % .plane (vector) handles to the axes objects (subplots) % .colorbar (vector) handles to the colorbars. Colorbars of empty % & color planes do not exist: the corresponding % value in the vector is -1 % .label (vector) handles to the axis labels % % OBJECT TAGS % % The property field 'Tag' of the axis objects created by this function % are set to contain string 'Cplane' if the axis contains component plane % ('comp'), color plane ('color') or empty plane ('empty') and string % 'Uplane' if it contains a u-matrix ('umat'). The tag is set to % 'CplaneI' for planes created using 'compi' and 'colori', and % 'UplaneI' for 'umati'. % % FEATURES % % Note that when interpolated shading is used in coloring ('compi' and % 'colori') the standard built-in bilinear Gouraud interpolation for a % SURF object is used. If the lattice is hexagonal - or anything else than % rectangular in general - the result is not strictly what is looked % for, especially if the map is small. % % EXAMPLES % %% Make random data, normalize it, and give component names %% Make a map % % data=som_data_struct(rand(1000,3),'comp_names',{'One','Two','Three'}); % data=som_normalize(data,'var'); % map=som_make(data); % %% Do the basic visualization with som_show: u-matrix and all %% component planes % % som_show(map); % %% The values shown in the colorbar are denormalized codebook values %% (if denormalization is possible). To view the actual values, use %% the ..., 'norm', 'n' argument pair. % % som_show(map,'norm','n') % %% Something more complex: %% Show 1-2. Component planes 1 and 2 (variables 'One' and 'Two') %% 3. U-matrix that is calculated only using variables %% 'One' and 'Two' %% with title '1,2 only' %% 4. U-matrix that is calculated using all variables with the %% deafult title 'U-matrix' %% 5. The color code (in c) with title 'Color code' %% 6. Component plane 3 (variable 'Three') %% and use vertical colorbars and and the values %% But first: make a continuous color code (see som_colorcode) % % c=som_colorcode(map,'rgb1'); % % som_show(map,'comp',[1 2],'umat',{1:2,'1,2 only'},'umat','all', ... % 'color',{c,'Color code'},'bar','vert','norm','n','comp',3) % % SEE ALSO % % som_show_add Show hits, labels and trajectories on SOM_SHOW visualization. % som_show_clear Clear hit marks, labels or trajectories from current figure. % som_umat Compute unified distance matrix of self-organizing map. % som_grid Visualization of a SOM grid. % som_cplane Visualization of component, u-matrix and color planes. % Copyright (c) 1997-2000 by the SOM toolbox programming team. % http://www.cis.hut.fi/projects/somtoolbox/ % Version 1.0beta johan 100298 % Version 2.0beta johan 201099 juuso 181199 johan 011299-100200 % juuso 130300 190600 %% Check arguments %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% error(nargchk(1,Inf,nargin)) % check no. of input args if isstruct(sMap), % check map [tmp,ok,tmp]=som_set(sMap); if all(ok) & strcmp(sMap.type,'som_map') ; else error('Map struct is invalid!'); end else error('Requires a map struct!') end munits=size(sMap.codebook,1); % numb. of map units d=size(sMap.codebook,2); % numb. of components msize=sMap.topol.msize; % size of the map lattice=sMap.topol.lattice; % lattice if length(msize)>2 error('This visualizes only 2D maps!') end if rem(length(varargin),2) error('Mismatch in identifier-value pairs.'); end %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % read in optional arguments if isempty(varargin), varargin = { 'umat','all','comp','all'}; end %% check the varargin and build visualization infostrcuts % Vis: what kind of planes, in which order, what are the values in % the units % Vis_param: general properties % see subfunction % The try-catch construction is here just for avoiding the % possible termination to happen in subfunction because an error % message containing subfunction line numbers etc. might be confusing, as % there probably is nothing wrong with the subfunction but with the % input. Ok, this isn't proper programming sytle... try [Plane, General]= check_varargin(varargin, munits, d, sMap.name); catch error(lasterr); end % Set default values for missing ones % No planes at all (only general properties given in varargin): % set default visualization if isempty(Plane) varargin = [varargin, { 'umat','all','comp','all'}]; % and again we go... try [Plane, General]= check_varargin(varargin, munits, d, sMap.name); catch error(lasterr); end end % set defaults for general properties if isempty(General.colorbardir) General.colorbardir='vert'; end if isempty(General.scale) General.scale='denormalized'; end if isempty(General.size) General.size=1; end if isempty(General.edgecolor) General.edgecolor='none'; end %% Action %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % get rid of an annoying warning: "RGB color data not yet supported in % Painter's mode." %set(gcf, 'renderer','zbuffer'); %% -> a much more annoying thing results: the output to PostScript is %% as bitmap, making the files over 6MB in size... n=length(Plane); % the number of subfigures % get the unique component indices c=General.comp(General.comp>0); c=setdiff(unique(c),[0 -1]); c=c(~isnan(c)); % estimate the suitable dimension for if isempty(General.subplots), y=ceil(sqrt(n)); % subplots x=ceil(n/y); else y = General.subplots(2); x = General.subplots(1); if y*x=' num2str(n)]); end end clf; % clear figure for i=1:n, % main loop h_axes(i,1)=subplot(x,y,i); % open a new subplot % Main switch: select function according to the flags set in comps switch Plane{i}.mode case 'comp' %%% Component plane tmp_h=som_cplane(lattice,msize, sMap.codebook(:,General.comp(i)), ... General.size); set(tmp_h,'EdgeColor', General.edgecolor); set(h_axes(i),'Tag','Cplane'); h_label(i,1)=xlabel(sMap.comp_names{General.comp(i)}); case 'compi' %%% Component plane (interpolated shading) tmp_h=som_grid(lattice, msize, 'surf', sMap.codebook(:,Plane{i}.value), ... 'Marker', 'none', 'Line', 'none'); set(h_axes(i),'Tag','CplaneI'); h_label(i,1)=xlabel(sMap.comp_names(Plane{i}.value)); vis_PlaneAxisProperties(gca,lattice,msize,NaN); case 'color' %%% Color plane tmp_h=som_cplane(lattice,msize,Plane{i}.value,General.size); set(tmp_h,'EdgeColor','none'); set(h_axes(i),'Tag','Cplane'); h_label(i,1)=xlabel(Plane{i}.name); case 'colori' %%% Color plane (interpolated shading) tmp_h=som_grid(lattice, msize, 'surf', Plane{i}.value, 'Marker', 'none', ... 'Line', 'none'); set(h_axes(i),'Tag','CplaneI'); h_label(i,1)=xlabel(Plane{i}.name); vis_PlaneAxisProperties(gca,lattice,msize,NaN); case 'empty' %%% Empty plane tmp_h=som_cplane(lattice,msize,'none'); h_label(i,1)=xlabel(Plane{i}.name); set(h_axes(i),'Tag','Cplane'); case 'umat' %%% Umatrix u=som_umat(sMap.codebook(:,Plane{i}.value),sMap.topol,'median',... 'mask',sMap.mask(Plane{i}.value)); u=u(:); tmp_h=som_cplane([lattice 'U'],msize,u); set(tmp_h,'EdgeColor','none'); set(h_axes(i),'Tag','Uplane'); h_label(i,1)=xlabel(Plane{i}.name); case 'umati' %%% Umatrix (interpolated shading) u=som_umat(sMap.codebook(:,Plane{i}.value),sMap.topol,'mean',... 'mask',sMap.mask(Plane{i}.value)); u=u(1:2:end,1:2:end); u=u(:); tmp_h=som_grid('rect', msize, 'surf', u, ... 'Marker', 'none', 'Line', 'none', ... 'coord', som_vis_coords(lattice,msize)); set(h_axes(i),'Tag','UplaneI'); h_label(i,1)=xlabel(Plane{i}.name); vis_PlaneAxisProperties(gca,lattice,msize,NaN); otherwise error('INTERNAL ERROR: unknown visualization mode.'); end %%% Adjust axis ratios to optimal (only 2D!) and put the %%% title as close to axis as possible set(h_label,'Visible','on','verticalalignment','top'); set(gca,'plotboxaspectratio',[msize(2) msize(1) msize(1)]); %%% Draw colorbars if they are turned on and the plane is umat or c-plane if General.comp(i)> -1 & ~strcmp(General.colorbardir,'none'), h_colorbar(i,1)=colorbar(General.colorbardir); % colorbars else h_colorbar(i,1)=-1; General.comp(i)=-1; end end %% main loop ends % Set window name set(gcf,'Name',[ 'Map name: ' sMap.name]); %% Set axes handles to the UserData field (for som_addxxx functions %% and som_recolorbar) %% set component indexes and normalization struct for som_recolorbar SOM_SHOW.subplotorder=h_axes; SOM_SHOW.msize=msize; SOM_SHOW.lattice=lattice; SOM_SHOW.dim=d; SOM_SHOW.comps=General.comp; SOM_SHOW.comp_norm=sMap.comp_norm; %(General.comp(find(General.comp>0))); set(gcf,'UserData', SOM_SHOW); % Set text property 'interp' to 'none' in title texts set(h_label,'interpreter','none'); h_colorbar=som_recolorbar('all', 3, General.scale); %refresh colorbars % Set a movable text to lower corner pointsize 12. vis_footnote(General.footnote); vis_footnote(12); % set colormap colormap(General.colormap); %% Build output %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% if nargout > 0 h.plane=h_axes; h.colorbar=h_colorbar; h.label=h_label; end %%%%%% SUBFUNCTIONS %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% function [Plane, General]=check_varargin(args, munits, dim, name) % args: varargin of the main function % munits: number of map units % dim: map codebook dimension % name: map name % Define some variables (they must exist later) Plane={}; % stores the visualization data for each subplot General.comp=[]; % information stored on SOM_SHOW figure (which component) General.size=[]; % unit size General.scale=[]; % normalization General.colorbardir=[]; % colorbar direction General.edgecolor=[]; % edge colors General.footnote=name; % footnote text General.colormap=colormap; % default colormap (used to be gray(64).^.5;) General.subplots=[]; % number of subplots in y- and x-directions for i=1:2:length(args), %% Check that all argument types are strings if ~ischar(args{i}), error('Invalid input identifier names or input argument order.'); end %% Lower/uppercase in identifier types doesn't matter: identifier=lower(args{i}); % identifier (lowercase) value=args{i+1}; %%% Check first the identifiers that define planes and get values %%% to the visualization data struct array Plane. %%% (comps,compi,umat,color,empty) Note that name, value and comp_ %%% must be specified in these cases %%% comp_ are collected to comp in order. This is stored to the %%% SOM_SHOW user property field to give information for SOM_RECOLROBAR %%% how to operate, i.e., which component is in which subplot: %%% comp(i)=0: draw colorbar, but no normalization (umat) %%% comp(i)=1...N: a component plane of variable comp(i) %%% comp(i)=-1: no colorbar (color or empty plane) switch identifier case {'comp','compi'} %%% Component planes: check values & set defaults if ~vis_valuetype(value,{'nx1','1xn','string'}) & ~isempty(value), error([ 'A vector argument or string ''all'' expected for ''' ... identifier '''.']) end if isempty(value) value=1:dim; elseif ischar(value), if ~strcmp(value,'all') error([ 'Only string value ''all'' is valid for ''' ... identifier '''.']); else value=1:dim; end else value=round(value); if min(value)<1 | max(value)>dim, error([ 'Component indices out of range in ''' identifier '''.']) end end if size(value,1)==1, value=value';end comp_=value; name=[]; % name is taken form sMap by index in main loop case {'umat','umati'} %%% Check first the possible cell input if iscell(value), if ndims(value) ~= 2 | any(size(value) ~= [1 2]) | ... ~vis_valuetype(value{2},{'string'}), error('Cell input for ''umat'' has to be of form {vector, string}.'); else name=value{2}; value=value{1}; end else name='U-matrix'; % no cell: default title is set end if ~vis_valuetype(value,{'nx1','1xn','string'}) & ~isempty(value), error('Vector, string ''all'', or cell {vector, string} expected for ''umat''.') end if isempty(value) value=1:dim; elseif ischar(value), if ~strcmp(value,'all') error('Only string value ''all'' is valid for ''umat''.') else value=1:dim; end else value=unique(round(value)); end if min(value)<1 | max(value)>dim, error('Component indices out of range in ''umat''.') end if size(value,1)==1, value=value';end comp_=0; case 'empty' %%% Empty plane: check values & set defaults if ~vis_valuetype(value,{'string'}), error('A string value for title name expected for ''empty''.'); end name=value; comp_=-1; case { 'color','colori'} %%% Color plane: check values & set defaults % Check first the possible cell input if iscell(value), if ndims(value)~=2 | any(size(value) ~= [1 2]) | ... ~vis_valuetype(value{2},{'string'}), error([ 'Cell input for ''' identifier ... ''' has to be of form {M, string}.']); else name=value{2}; value=value{1}; end else name='Color code'; % no cell: default title is set end if size(value,1)~=munits | ... (~vis_valuetype(value,{'nx3rgb'}) & ... ~vis_valuetype(value,{'nx1'}) & ... ~vis_valuetype(value,{'nx1xm'}) & ... ~vis_valuetype(value,{'nx3xdimrgb'})), error(['Mx3 or Mx3xN RGBmatrix, Mx1 or Mx1xN matrix, cell '... '{RGBmatrix, string},' ... ' or {matrix, string} expected for ''' identifier '''.']); end % if colormap is fixed, we don't draw colorbar (comp_ flag is -1) % if colormap is indexed, we draw colorbar as in umat (comp_=0) if size(value,2)==3 comp_=-1; else comp_=0; end %%%% The next things are general properties of the visualization--- %%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% case 'size' %%% Unit size: check & set if ~vis_valuetype(value,{'1x1',[munits 1]}) error('A munits x 1 vector or a scalar expected for ''size''.') end if isempty(value), General.size=1; else General.size=value; end case 'bar' %%% Colorbar existence & direction: check & set if ~vis_valuetype(value,{'string'}) error('String value expected for ''bar''.') elseif isempty(value) value='vert'; end if any(strcmp(value,{'vert','horiz','none'})), General.colorbardir=value; else error('String ''vert'', ''horiz'' or ''none'' expected for ''bar''.'); end case 'norm' %%% Value normalization: check & set if ~vis_valuetype(value,{'string'}) error('String ''n'' or ''d'' expected for ''norm''.'); elseif isempty(value) value='n'; end if strcmp(value(1),'n'), General.scale='normalized'; elseif strcmp(value(1),'d'), General.scale='denormalized'; else error('String ''n(ormalized)'' or ''d(enormalized)'' expected for ''norm''.'); end case 'edge' %%% Edge on or off : check % set if ~vis_valuetype(value,{'string'}) & ~isempty(value), error('String value expected for ''edge''.') elseif ~isempty(value), switch value case 'on' General.edgecolor='k'; case 'off' General.edgecolor='none'; otherwise error('String value ''on'' or ''off'' expected for ''edge''.') end end case 'footnote' %%% Set the movable footnote text if ~vis_valuetype(value,{'string'}) if ~isempty(value), error('String value expected for ''footnote''.'); else General.footnote=sMap.name; end else General.footnote=value; end case 'colormap' %%% Set the colormap if isempty(value) General.colormap=gray(64).^2; elseif ~vis_valuetype(value,{'nx3rgb'}) error('Colormap is invalid!'); else General.colormap=value; end case 'subplots' %%% set the number of subplots if ~vis_valuetype(value,{'1x2'}) & ~vis_valuetype(value,{'2x1'}) error('Subplots grid size is invalid!'); else General.subplots=value; end otherwise %%% Unknown identifier error(['Invalid argument identifier ''' identifier '''!']); end %%% Set new entry to the Plane array if the indentifier means %%% making a new plane/planes tail=length(Plane); switch identifier case {'comp','compi'} for i=1:length(value) Plane{tail+i}.mode=identifier; Plane{tail+i}.value=value(i); Plane{tail+i}.name=name; % not used actually end General.comp = [General.comp; comp_]; case {'umat','umati','empty'} Plane{tail+1}.mode=identifier; Plane{tail+1}.value=value; Plane{tail+1}.name=name; General.comp = [General.comp; comp_]; case {'color','colori'}, for i=1:size(value,3), Plane{tail+i}.mode=identifier; Plane{tail+i}.name=[name '_' num2str(i)]; Plane{tail+i}.value=value(:,:,i); General.comp = [General.comp; comp_]; end if size(value,3)==1, Plane{tail+1}.name=name; end otherwise ; % do nothing end end