Template matching and update











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I need help with my script, i am trying to find a way to update the template dimension.
After the template is defined for the first time, in each successive frame the script will correlate the template with a search window, if the max correlation is in a certain range, the template will be updated using the coordinate of the max correlation point as center. The problem states when the intruder changes its size, how can I allow the script to follow the size of the intruder?



Following is the code part:



...                
[TWr TWc] = size(templatewindow);
[Tr Tc] = size(template);
corr_temp = normxcorr2(template,templatewindow);
corr_temp = imcrop(corr_temp,[Tc Tr TWc TWr]);
max_corr_temp(i) = max(max(corr_temp));
[tr tc tv] = find(corr_temp == max(max(corr_temp)));
if (max_corr_temp(i) < 0.80) && (max_corr_temp(i) > 0.725)
lim_r = tr+Tr;
lim_c = tc+Tc;
nometemplate=['template',num2str(i_firm)];
if lim_r > TWr
lim_r = TWr;
end
if lim_c> TWc
lim_c = TWc;
end
template = templatewindow(tr:lim_r,tc:lim_c);
assignin('base',(nometemplate),template);
...


In this way the dimension of the template doesn't follow the dimension of the intruder. Any suggestion?










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    up vote
    0
    down vote

    favorite












    I need help with my script, i am trying to find a way to update the template dimension.
    After the template is defined for the first time, in each successive frame the script will correlate the template with a search window, if the max correlation is in a certain range, the template will be updated using the coordinate of the max correlation point as center. The problem states when the intruder changes its size, how can I allow the script to follow the size of the intruder?



    Following is the code part:



    ...                
    [TWr TWc] = size(templatewindow);
    [Tr Tc] = size(template);
    corr_temp = normxcorr2(template,templatewindow);
    corr_temp = imcrop(corr_temp,[Tc Tr TWc TWr]);
    max_corr_temp(i) = max(max(corr_temp));
    [tr tc tv] = find(corr_temp == max(max(corr_temp)));
    if (max_corr_temp(i) < 0.80) && (max_corr_temp(i) > 0.725)
    lim_r = tr+Tr;
    lim_c = tc+Tc;
    nometemplate=['template',num2str(i_firm)];
    if lim_r > TWr
    lim_r = TWr;
    end
    if lim_c> TWc
    lim_c = TWc;
    end
    template = templatewindow(tr:lim_r,tc:lim_c);
    assignin('base',(nometemplate),template);
    ...


    In this way the dimension of the template doesn't follow the dimension of the intruder. Any suggestion?










    share|improve this question
























      up vote
      0
      down vote

      favorite









      up vote
      0
      down vote

      favorite











      I need help with my script, i am trying to find a way to update the template dimension.
      After the template is defined for the first time, in each successive frame the script will correlate the template with a search window, if the max correlation is in a certain range, the template will be updated using the coordinate of the max correlation point as center. The problem states when the intruder changes its size, how can I allow the script to follow the size of the intruder?



      Following is the code part:



      ...                
      [TWr TWc] = size(templatewindow);
      [Tr Tc] = size(template);
      corr_temp = normxcorr2(template,templatewindow);
      corr_temp = imcrop(corr_temp,[Tc Tr TWc TWr]);
      max_corr_temp(i) = max(max(corr_temp));
      [tr tc tv] = find(corr_temp == max(max(corr_temp)));
      if (max_corr_temp(i) < 0.80) && (max_corr_temp(i) > 0.725)
      lim_r = tr+Tr;
      lim_c = tc+Tc;
      nometemplate=['template',num2str(i_firm)];
      if lim_r > TWr
      lim_r = TWr;
      end
      if lim_c> TWc
      lim_c = TWc;
      end
      template = templatewindow(tr:lim_r,tc:lim_c);
      assignin('base',(nometemplate),template);
      ...


      In this way the dimension of the template doesn't follow the dimension of the intruder. Any suggestion?










      share|improve this question













      I need help with my script, i am trying to find a way to update the template dimension.
      After the template is defined for the first time, in each successive frame the script will correlate the template with a search window, if the max correlation is in a certain range, the template will be updated using the coordinate of the max correlation point as center. The problem states when the intruder changes its size, how can I allow the script to follow the size of the intruder?



      Following is the code part:



      ...                
      [TWr TWc] = size(templatewindow);
      [Tr Tc] = size(template);
      corr_temp = normxcorr2(template,templatewindow);
      corr_temp = imcrop(corr_temp,[Tc Tr TWc TWr]);
      max_corr_temp(i) = max(max(corr_temp));
      [tr tc tv] = find(corr_temp == max(max(corr_temp)));
      if (max_corr_temp(i) < 0.80) && (max_corr_temp(i) > 0.725)
      lim_r = tr+Tr;
      lim_c = tc+Tc;
      nometemplate=['template',num2str(i_firm)];
      if lim_r > TWr
      lim_r = TWr;
      end
      if lim_c> TWc
      lim_c = TWc;
      end
      template = templatewindow(tr:lim_r,tc:lim_c);
      assignin('base',(nometemplate),template);
      ...


      In this way the dimension of the template doesn't follow the dimension of the intruder. Any suggestion?







      matlab template-matching






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      asked Nov 21 at 11:24









      Salvatore Gargiulo

      11




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