demo_emgmm.html

很好的matlab模式识别工具箱

&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Parent'</span>,haxes2,...<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'VerticalAlignment'</span>,<span class=quotes>'bottom'</span>,...<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Units'</span>,<span class=quotes>'normalized'</span>,...<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'HorizontalAlignment'</span>,<span class=quotes>'left'</span>,...<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Position'</span>,[0&nbsp;1&nbsp;0]);<br>
&nbsp;&nbsp;&nbsp;&nbsp;htxsteps=xlabel(<span class=quotes>'step&nbsp;number&nbsp;t=0'</span>);<br>
&nbsp;&nbsp;&nbsp;<br>
&nbsp;&nbsp;&nbsp;<br>
&nbsp;&nbsp;&nbsp;<br>
&nbsp;&nbsp;&nbsp;<span class=comment>%&nbsp;==&nbsp;Comment&nbsp;Window&nbsp;frame&nbsp;==============================================
</span><br>
<span class=comment>%%&nbsp;&nbsp;&nbsp;bottom=0.05;
</span><br>
<span class=comment>%%&nbsp;&nbsp;&nbsp;height=0.16;
</span><br>
<span class=comment>%%&nbsp;&nbsp;&nbsp;uicontrol(&nbsp;...
</span><br>
<span class=comment>%%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'Style','frame',&nbsp;...
</span><br>
<span class=comment>%%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'Units','normalized',&nbsp;...
</span><br>
<span class=comment>%%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'Position',[left&nbsp;bottom&nbsp;width&nbsp;height],&nbsp;...
</span><br>
<span class=comment>%%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'BackgroundColor',[0.5&nbsp;0.5&nbsp;0.5]);
</span><br>

<br>
&nbsp;&nbsp;&nbsp;<span class=comment>%&nbsp;Text&nbsp;label
</span><br>
<span class=comment>%&nbsp;&nbsp;&nbsp;uicontrol(&nbsp;...
</span><br>
<span class=comment>%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'Style','text',&nbsp;...
</span><br>
<span class=comment>%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'Units','normalized',&nbsp;...
</span><br>
<span class=comment>%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'Position',[left&nbsp;height-0.01&nbsp;width&nbsp;0.05],&nbsp;...
</span><br>
<span class=comment>%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'BackgroundColor',[0.5&nbsp;0.5&nbsp;0.5],&nbsp;...
</span><br>
<span class=comment>%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'ForegroundColor',[1&nbsp;1&nbsp;1],&nbsp;...
</span><br>
<span class=comment>%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'String','Comment&nbsp;Window');
</span><br>

<br>
&nbsp;&nbsp;&nbsp;<span class=comment>%&nbsp;Edit&nbsp;window
</span><br>
<span class=comment>%%&nbsp;&nbsp;&nbsp;border=0.01;
</span><br>
<span class=comment>%%&nbsp;&nbsp;&nbsp;hconsole=uicontrol(&nbsp;...
</span><br>
<span class=comment>%%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'Style','edit',&nbsp;...
</span><br>
<span class=comment>%%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'HorizontalAlignment','left',&nbsp;...
</span><br>
<span class=comment>%%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'Units','normalized',&nbsp;...
</span><br>
<span class=comment>%%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'Max',10,&nbsp;...
</span><br>
<span class=comment>%%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'BackgroundColor',[1&nbsp;1&nbsp;1],&nbsp;...
</span><br>
<span class=comment>%%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'Position',[left+border&nbsp;bottom&nbsp;width-2*border&nbsp;height-0.05],&nbsp;...
</span><br>
<span class=comment>%%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'Enable','inactive',...
</span><br>
<span class=comment>%%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'String','');
</span><br>
<br>
<br>
&nbsp;&nbsp;&nbsp;<span class=comment>%&nbsp;==&nbsp;Buttons&nbsp;===========================================================
</span><br>
<br>
&nbsp;&nbsp;&nbsp;<span class=comment>%&nbsp;--&nbsp;Export&nbsp;to&nbsp;EPS&nbsp;---------
</span><br>
&nbsp;&nbsp;&nbsp;width=0.1;
<br>
&nbsp;&nbsp;&nbsp;left=0.75-width;
<br>
&nbsp;&nbsp;&nbsp;bottom=0.95;
<br>
&nbsp;&nbsp;&nbsp;height=0.04;
<br>
&nbsp;&nbsp;&nbsp;hbtclose&nbsp;=&nbsp;<span class=graph>uicontrol</span>(...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Units'</span>,<span class=quotes>'Normalized'</span>,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Callback'</span>,<span class=quotes>'fig2eps(gcf)'</span>,...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'ListboxTop'</span>,0,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Position'</span>,[left&nbsp;bottom&nbsp;width&nbsp;height],&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'String'</span>,<span class=quotes>'FIG2EPS'</span>);
<br>
&nbsp;&nbsp;&nbsp;<span class=comment>%----------------------------------
</span><br>

<br>
&nbsp;&nbsp;&nbsp;<span class=comment>%&nbsp;Close&nbsp;button
</span><br>
&nbsp;&nbsp;&nbsp;left=0.8;
<br>
&nbsp;&nbsp;&nbsp;bottom=0.05;
<br>
&nbsp;&nbsp;&nbsp;height=0.044;
<br>
&nbsp;&nbsp;&nbsp;width=0.15;
<br>
&nbsp;&nbsp;&nbsp;hbtclose&nbsp;=&nbsp;<span class=graph>uicontrol</span>(...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Units'</span>,<span class=quotes>'Normalized'</span>,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Callback'</span>,<span class=quotes>'close(gcf)'</span>,...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'ListboxTop'</span>,0,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Position'</span>,[left&nbsp;bottom&nbsp;width&nbsp;height],&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'String'</span>,<span class=quotes>'Close'</span>);
<br>

<br>
&nbsp;&nbsp;&nbsp;<span class=comment>%&nbsp;Info&nbsp;button:&nbsp;call&nbsp;stanard&nbsp;info&nbsp;box
</span><br>
&nbsp;&nbsp;&nbsp;bottom=bottom+1.5*height;
<br>
&nbsp;&nbsp;&nbsp;hbtinfo&nbsp;=&nbsp;<span class=graph>uicontrol</span>(...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Units'</span>,<span class=quotes>'Normalized'</span>,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Callback'</span>,<span class=quotes>'demo_emgmm('</span><span class=quotes>'info'</span><span class=quotes>',gcf)'</span>,...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'ListboxTop'</span>,0,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Position'</span>,[left&nbsp;bottom&nbsp;width&nbsp;height],&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'String'</span>,<span class=quotes>'Info'</span>);
<br>

<br>
&nbsp;&nbsp;&nbsp;<span class=comment>%&nbsp;Step&nbsp;button:&nbsp;perform&nbsp;one&nbsp;adaptation&nbsp;step
</span><br>
&nbsp;&nbsp;&nbsp;bottom=bottom+1.5*height;
<br>
&nbsp;&nbsp;&nbsp;&nbsp;hbtstep&nbsp;=&nbsp;<span class=graph>uicontrol</span>(...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Units'</span>,<span class=quotes>'Normalized'</span>,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'ListboxTop'</span>,0,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Position'</span>,[left&nbsp;bottom&nbsp;width&nbsp;height],&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'String'</span>,<span class=quotes>'Step'</span>,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Interruptible'</span>,<span class=quotes>'off'</span>,...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Callback'</span>,<span class=quotes>'demo_emgmm('</span><span class=quotes>'step'</span><span class=quotes>',gcf)'</span>);
<br>

<br>
&nbsp;&nbsp;&nbsp;<span class=comment>%&nbsp;Stop&nbsp;button:&nbsp;stop&nbsp;process&nbsp;of&nbsp;adaptation
</span><br>
&nbsp;&nbsp;&nbsp;bottom=bottom+height;<br>
&nbsp;&nbsp;&nbsp;hbtstop&nbsp;=&nbsp;<span class=graph>uicontrol</span>(...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Units'</span>,<span class=quotes>'Normalized'</span>,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'ListboxTop'</span>,0,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Position'</span>,[left&nbsp;bottom&nbsp;width&nbsp;height],&nbsp;...<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'String'</span>,<span class=quotes>'Stop'</span>,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Callback'</span>,<span class=quotes>'set(gcbo,'</span><span class=quotes>'UserData'</span><span class=quotes>',1)'</span>,...<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Enable'</span>,<span class=quotes>'off'</span>);
<br>
<br>
&nbsp;&nbsp;&nbsp;<span class=comment>%&nbsp;Play&nbsp;button:&nbsp;begin&nbsp;adaptation
</span><br>
&nbsp;&nbsp;&nbsp;bottom=bottom+height;
<br>
&nbsp;&nbsp;&nbsp;hbtplay&nbsp;=&nbsp;<span class=graph>uicontrol</span>(...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Units'</span>,<span class=quotes>'Normalized'</span>,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'ListboxTop'</span>,0,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Position'</span>,[left&nbsp;bottom&nbsp;width&nbsp;height],&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'String'</span>,<span class=quotes>'Play'</span>,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Callback'</span>,<span class=quotes>'demo_emgmm('</span><span class=quotes>'play'</span><span class=quotes>',gcf)'</span>);
<br>

<br>
&nbsp;&nbsp;&nbsp;<span class=comment>%&nbsp;Reset&nbsp;button:&nbsp;set&nbsp;up&nbsp;t&nbsp;=&nbsp;0
</span><br>
&nbsp;&nbsp;&nbsp;bottom=bottom+height;
<br>
&nbsp;&nbsp;&nbsp;&nbsp;hbtreset&nbsp;=&nbsp;<span class=graph>uicontrol</span>(...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Units'</span>,<span class=quotes>'Normalized'</span>,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'ListboxTop'</span>,0,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Position'</span>,[left&nbsp;bottom&nbsp;width&nbsp;height],&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'String'</span>,<span class=quotes>'Reset'</span>,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Callback'</span>,<span class=quotes>'demo_emgmm('</span><span class=quotes>'reset'</span><span class=quotes>',gcf)'</span>);
<br>

<br>
&nbsp;&nbsp;&nbsp;<span class=comment>%&nbsp;Create&nbsp;data
</span><br>
&nbsp;&nbsp;&nbsp;bottom=bottom+1.5*height;
<br>
&nbsp;&nbsp;&nbsp;&nbsp;hbtcreat&nbsp;=&nbsp;<span class=graph>uicontrol</span>(...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Units'</span>,<span class=quotes>'Normalized'</span>,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'ListboxTop'</span>,0,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Position'</span>,[left&nbsp;bottom&nbsp;width&nbsp;height],&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'String'</span>,<span class=quotes>'Create&nbsp;data'</span>,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Callback'</span>,<span class=quotes>'demo_emgmm('</span><span class=quotes>'creatdata'</span><span class=quotes>',gcf)'</span>);
<br>

<br>
&nbsp;&nbsp;&nbsp;<span class=comment>%&nbsp;Load&nbsp;data
</span><br>
&nbsp;&nbsp;&nbsp;bottom=bottom+1*height;
<br>
&nbsp;&nbsp;&nbsp;&nbsp;hbtload&nbsp;=&nbsp;<span class=graph>uicontrol</span>(...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Units'</span>,<span class=quotes>'Normalized'</span>,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'ListboxTop'</span>,0,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Position'</span>,[left&nbsp;bottom&nbsp;width&nbsp;height],&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'String'</span>,<span class=quotes>'Load&nbsp;data'</span>,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Callback'</span>,<span class=quotes>'demo_emgmm('</span><span class=quotes>'getfile'</span><span class=quotes>',gcf)'</span>);
<br>
<br>
&nbsp;&nbsp;&nbsp;<span class=comment>%&nbsp;Save&nbsp;model</span><br>
&nbsp;&nbsp;&nbsp;bottom=bottom+1.5*height;
<br>
&nbsp;&nbsp;&nbsp;&nbsp;hbtSaveModel&nbsp;=&nbsp;<span class=graph>uicontrol</span>(...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Units'</span>,<span class=quotes>'Normalized'</span>,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'ListboxTop'</span>,0,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Position'</span>,[left&nbsp;bottom&nbsp;width&nbsp;height],&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'String'</span>,<span class=quotes>'Save&nbsp;model'</span>,&nbsp;...
<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span class=quotes>'Callback'</span>,<span class=quotes>'demo_emgmm('</span><span class=quotes>'savemodel'</span><span class=quotes>',gcf)'</span>);
<br>
<br>
&nbsp;&nbsp;&nbsp;<span class=comment>%&nbsp;Load&nbsp;model</span><br>
<span class=comment>%&nbsp;&nbsp;&nbsp;bottom=bottom+1*height;
</span><br>
<span class=comment>%&nbsp;&nbsp;&nbsp;&nbsp;hbtLoadModel&nbsp;=&nbsp;uicontrol(...
</span><br>
<span class=comment>%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'Units','Normalized',&nbsp;...
</span><br>
<span class=comment>%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'ListboxTop',0,&nbsp;...
</span><br>
<span class=comment>%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'Position',[left&nbsp;bottom&nbsp;width&nbsp;height],&nbsp;...
</span><br>
<span class=comment>%&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'String','Load&nbsp;model',&nbsp;...
</span><br>