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visualize.m
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function visualize
global tdalabStatus XSpread YSpread algs;
global Y Ycap MCSIRs NumOfMode backGroundColor lFontSize defaultFontName;
global MCfit MCelapsedTime;
if ~tdalabStatus.decomposed
errordlg('Please run tensor decomposition algorithm first.','No input','modal');
return;
end
plotFuncstr={'plot3','plot','waterfall','mplot','stem3','ribbon'};
ctrlHeight=2.2*YSpread;
txtHeight=1.6*YSpread;
ctrlWidth=20*XSpread;
if tdalabStatus.advEvaluation
MCVisualize;
return;
end
tdalab('hide');
switch tdalabStatus.model
case {'CP','Tucker','PMF'}
CPTuckerVisualize;
case 'BCD'
BCDVisualize;
otherwise
errordlg('Unsuported tensor decoposition model.','Model error','modal');
return;
end
% function parafac2Visualize
% hpmFunc=[];currentPlotFunc='plot3';
% h=findobj('tag','mtdvfigMenuPara2');
% if ~isempty(h)
% figure(h);
% h=findobj('-regexp','tag','\<tdvfig.*');
% set(h,'visible','on');
% return;
% end
% delete(findobj('-regexp','tag','\<tdvfig.*'));
% switch NumOfMode
% case 3
% hfmparafac2=figure('units','normalized','outerposition',[0. 0. 0.1 0.15],'name','Parafac2','numbertitle','off',...
% 'toolbar','none','menu','none','color',backGroundColor,'tag','mtdvfigMenuPara2');
% movegui(hfmparafac2,'northwest');
% uicontrol('parent',hfmparafac2,'units','normalized','position',[0.01 0.7 0.98 0.2],'style','text',...
% 'backgroundcolor',backGroundColor,'Fontsize',lFontSize,'fontname',defaultFontName,'string','Draw function');
% hpmFunc=uicontrol('parent',hfmparafac2,'units','normalized','position',[0.01 0.5 0.98 0.2],'style','popupmenu',...
% 'Fontsize',lFontSize,'fontname',defaultFontName,'string',plotFuncstr,'callback',@parafac2Func);
% uicontrol('parent',hfmparafac2,'units','normalized','position',[0.01 0.01 0.98 0.3],'style','pushbutton',...
% 'Fontsize',lFontSize,'fontname',defaultFontName,'string','TDALAB','callback','tdalab;');
% drawParafac2;
% otherwise
% end
% function parafac2Func(hObject,eventdata)
% currentPlotFunc=plotFuncstr{get(hObject,'value')};
% drawParafac2;
% end
%
% function drawParafac2
% delete(findobj('tag','tdvfigs_sub'));
% set(hfmparafac2,'units','normalized');
% pos=get(hfmparafac2,'outerposition');
% left=pos(1)+pos(3)+0.01;
% top=pos(2)+pos(4);
% if strcmpi(tdalabStatus.inputType,'tensor')
% height=0.6;width=(1-left);
% hm=figure('units','normalized','outerposition',[left top-height width height],'name','Parafac2','numbertitle','off',...
% 'color',backGroundColor,'tag','tdvfigs_sub');
% movegui(hm,'center');
% info(1)=struct('signal',Ycap.A','title','First mode','plotfunc',currentPlotFunc);
% info(2)=struct('signal',Ycap.C','title','Third mode','plotfunc',currentPlotFunc);
% info(3)=struct('signal',(Ycap.P{1}*Ycap.H)','title','Second mode (first k-slab)','plotfunc',currentPlotFunc);
% info(4)=struct('signal',(Ycap.P{2}*Ycap.H)','title','Second mode (second k-slab)','plotfunc',currentPlotFunc);
% for n=1:4
% hax=subplot(2,2,n);
% mplotmatrix(hax,info(n));
% end
% else
% width=1-left;height=0.48;
% figure('units','normalized','outerposition',[left top-height width height],'name','Parafac2 - estimates','numbertitle','off',...
% 'color',backGroundColor,'tag','tdvfigs_sub');
% info(1)=struct('signal',Ycap.A','title','First mode','plotfunc',currentPlotFunc);
% info(2)=struct('signal',Ycap.C','title','Third mode','plotfunc',currentPlotFunc);
% info(3)=struct('signal',(Ycap.P{1}*Ycap.H)','title','Second mode (first k-slab)','plotfunc',currentPlotFunc);
% info(4)=struct('signal',(Ycap.P{2}*Ycap.H)','title','Second mode (second k-slab)','plotfunc',currentPlotFunc);
% for n=1:4
% hax=subplot(2,2,n);
% mplotmatrix(hax,info(n));
% end
% figure('units','normalized','outerposition',[left top-height*2 width height],'name','Parafac2 - sources','numbertitle','off',...
% 'color',backGroundColor,'tag','tdvfigs_sub');
% info(1)=struct('signal',Y.U{1}','title','First mode','plotfunc',currentPlotFunc);
% info(2)=struct('signal',Y.U{3}','title','Third mode','plotfunc',currentPlotFunc);
% info(3)=struct('signal',(Y.U{2})','title','Second mode','plotfunc',currentPlotFunc);
% for n=1:3
% hax=subplot(2,2,n);
% mplotmatrix(hax,info(n));
% end
% if ~isempty(MCSIRs)
% showPIs;
% end
% end
% end
% end
function BCDVisualize
hfigsBCD=[];currentPlotFunc='plot3';
currentBlock=1;
blockChanged=true;
h=findobj('tag','mtdvfigMenuBCD');
if ~isempty(h)
figure(h);
h=findobj('-regexp','tag','\<tdvfig.*');
set(h,'visible','on');
return;
end
delete(findobj('-regexp','tag','\<tdvfig.*'));
if iscell(Ycap.A)
NBlocks=size(Ycap.A,2);
else
NBlocks=1;
end
hfmBCD=figure('units','characters','position',[0 0 ctrlWidth+2*XSpread 12.5*YSpread],'name','BCD','numbertitle','off',...
'toolbar','none','menu','none','color',backGroundColor,'tag','mtdvfigMenuPara2');
movegui(hfmBCD,'northwest');
uicontrol('parent',hfmBCD,'units','characters','position',[XSpread 10.2*YSpread ctrlWidth txtHeight],'style','text',...
'backgroundcolor',backGroundColor,'fontsize',lFontSize,'fontname',defaultFontName,'string','Block');
uicontrol('parent',hfmBCD,'units','characters','position',[XSpread 8*YSpread ctrlWidth ctrlHeight],'style','popupmenu',...
'fontsize',lFontSize,'fontname',defaultFontName,'string',1:NBlocks,'callback',@changeBlock);
uicontrol('parent',hfmBCD,'units','characters','position',[XSpread 5.7*YSpread ctrlWidth txtHeight],'style','text',...
'backgroundcolor',backGroundColor,'fontsize',lFontSize,'fontname',defaultFontName,'string','Plot function');
uicontrol('parent',hfmBCD,'units','characters','position',[XSpread 3*YSpread ctrlWidth ctrlHeight],'style','popupmenu',...
'fontsize',lFontSize,'fontname',defaultFontName,'string',plotFuncstr,'callback',@BCDchangePlot);
uicontrol('parent',hfmBCD,'units','characters','position',[XSpread 0.1*YSpread ctrlWidth ctrlHeight],'style','pushbutton',...
'fontsize',lFontSize,'fontname',defaultFontName,'string','TDALAB','callback','tdalab;');
BCDVupdate;
function changeBlock(hObject,eventdata)
currentBlock=get(hObject,'value');
blockChanged=true;
BCDVupdate;
end
function BCDchangePlot(hObject,eventdata)
currentPlotFunc=plotFuncstr{get(hObject,'value')};
blockChanged=false;
BCDVupdate;
end
function BCDVupdate
oldUnits=get(0,'units');
set(0,'units','inch');
WinSize=get(0,'monitorposition');
WinSize=WinSize(1,:);
set(0,'units',oldUnits);
set(hfmBCD,'units','inch');
pos=get(hfmBCD,'outerposition');
width=min(WinSize(3)-sum(pos([1 3]))-0.01,8);
height=min(WinSize(4),width);
plotPos=[sum(pos([1 3]))+0.01 sum(pos([2,4]))-height width height];
% plotPos=[sum(pos([1 3]))+0.01 sum(pos([2,4]))-0.8 0.98-sum(pos([1 3])) 0.8];
h=findobj('tag','tdvfigsBCD');
if isempty(h)
figure('units','inch','outerposition',plotPos,'name',horzcat('BCD-',Ycap.type),'numbertitle','off',...
'color',backGroundColor,'tag','tdvfigsBCD');
else
figure(h);
end
switch Ycap.type
case {'bcdLMN','bcdLrMrNr'}
info(1)=struct('signal',Ycap.A{currentBlock}','title',horzcat('{\bfA}^{(',num2str(currentBlock),')}'),'tag','tdvfigsBDCsub','plotfunc',currentPlotFunc);
info(2)=struct('signal',Ycap.B{currentBlock}','title',horzcat('{\bfB}^{(',num2str(currentBlock),')}'),'tag','tdvfigsBDCsub','plotfunc',currentPlotFunc);
info(3)=struct('signal',Ycap.C{currentBlock}','title',horzcat('{\bfC}^{(',num2str(currentBlock),')}'),'tag','tdvfigsBDCCore','plotfunc',currentPlotFunc);
for i=1:3haxes=subplot(2,2,i);
mplotmatrix(haxes,info(i));
end
if blockChanged
coreinfo=struct('signal',Ycap.D{currentBlock},'title',horzcat('Core tensor: {\itD}_',num2str(currentBlock)));
haxes=subplot(2,2,4);
coreinfo.opos=get(haxes,'outerposition');
coreinfo.tag='tdvfigsBDCsub';
visual3D({[1],[2],[3]},coreinfo,haxes);
end
case {'bcdLL1','LrLr1'}
info(1)=struct('signal',Ycap.A','title','\bfA','tag','tdvfigsBDCsub','plotfunc',currentPlotFunc);
info(2)=struct('signal',Ycap.B','title','\bfB','tag','tdvfigsBDCsub','plotfunc',currentPlotFunc);
info(3)=struct('signal',Ycap.C','title','\bfC','tag','tdvfigsBDCCore','plotfunc',currentPlotFunc);
for i=1:3
haxes=subplot(2,2,i);
mplotmatrix(haxes,info(i));
end
case {'bcdLM','bcdLrMr'}
info(1)=struct('signal',Ycap.A{currentBlock}','title',horzcat('{\bfA}^{(',num2str(currentBlock),')}'),'tag','tdvfigsBDCsub','plotfunc',currentPlotFunc);
info(2)=struct('signal',Ycap.B{currentBlock}','title',horzcat('{\bfB}^{(',num2str(currentBlock),')}'),'tag','tdvfigsBDCsub','plotfunc',currentPlotFunc);
for i=1:2
haxes=subplot(2,2,i);
mplotmatrix(haxes,info(i));
end
if blockChanged
coreinfo=struct('signal',Ycap.C{currentBlock},'title',horzcat('Core tensor: {\itC}_',num2str(currentBlock)));
haxes=subplot(2,2,3);
visual3D({[1],[2],[3]},coreinfo,haxes);
end
otherwise
errordlg('Unexpected return type.','Unknown error','modal');
end
end
end
end