MATLAB: How to remove the excess object detected? Often the code finds more mouths and I want take only one, the one which is belower. Thanks.

#remove excess object detected

FDetect = vision.CascadeObjectDetector;
I = imread ('Test W.jpg');
figure(1),imshow(I);
title ('…')
BB = step(FDetect,I);
figure(2),
imshow (I); hold on
for i = 1:size(BB,1)
rectangle('Position',BB(i,:),'LineWidth',5,'LineStyle','-','EdgeColor','r');
end
title ('…');
hold off;
NoseDetect = vision.CascadeObjectDetector('Nose','MergeThreshold',16);
BB=step(NoseDetect,I);
figure(3),
imshow(I);hold on
for i = 1:size(BB,1)
rectangle('Position',BB(i,:),'LineWidth',4,'LineStyle','-','EdgeColor','b');
end
title ('…');
hold off;
MouthDetect = vision.CascadeObjectDetector('Mouth','MergeThreshold',16);
BB=step(MouthDetect,I);
figure(4),
imshow(I);hold on
for i = 1:size(BB,1)
rectangle('Position',BB(i,:),'LineWidth',4,'LineStyle','-','EdgeColor','g');
end
title ('f…');
hold off;
EyeDetect=vision.CascadeObjectDetector('EyePairBig');
BB=step(EyeDetect,I);
figure,imshow(I);
figure(5),
imshow(I); hold on
for i = 1:size(BB,1)
rectangle('Position',BB(i,:),'LineWidth',4,'LineStyle','-','EdgeColor','r');
end
title ('…');
hold off;

Best Answer

  1. Input the face to mouth and nose detection and not the complete image
  2. play with threshold value
see how picutre on bottom left is cropped from top right picture and after that nose and mouth detection is applied