how to find robocup`s ball?

Question

siavash 2014-1-8

0
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此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/111794-how-to-find-robocup-s-ball

评论： siavash 2014-1-9

hi guys, this is my first project in matlab can anyone help me with this? I am trying to find robocup`s ball. because it is orange , so I separated this color and after that test if it is round or not...

rgb = imread('E:/robot4.jpg');  
imshow(rgb);
hsv=rgb2hsv(rgb);
h=hsv(: , : ,1);
s=hsv(: , : ,2);
v=hsv( : , : ,3);
bw= (h>0.05 & h<0.12) & (s>0.6) & (v> 0.51);
imagesc(bw)
colormap(gray)
se = strel('disk',2);
bw = imclose(bw,se);
bw = imfill(bw,'holes');
imshow(bw)
ball1 = bwareaopen(bw, 50);
imagesc(ball1);
[B,L] = bwboundaries(ball1,'noholes');
stats = regionprops(L,'Area','perimeter');
for k = 1:length(B)
area = stats(k).Area;
s=stats(k).Perimeter;
end
metric=s^2/(4*pi*area);
if  (metric>0.8)
stat = regionprops(ball1,'centroid');
imshow(rgb); hold on;
 for x = 1: numel(stat)
    plot(stat(x).Centroid(1),stat(x).Centroid(2), 'wp','MarkerSize',20,'MarkerFaceColor','b');
  end
end

this shows every orange things and also ball !!! I guess it has problem in calculating perimeter, but I dont know how can I solve it

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Answer 1

Jeff E 2014-1-8

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https://ww2.mathworks.cn/matlabcentral/answers/111794-how-to-find-robocup-s-ball#answer_120356

在 MATLAB Online 中打开

You're going about calculating perimeter in a roundabout fashion. Matlab can convert a specific part of a structure, in your case all the perimeter values from regionprops, to an array. As an added bonus, their order in the array corresponds to the labeled matrix image created by bwlabel/regionprops. You'll want to use bwlabel instead of bwboundaries. The below shows how to perform a simple property check on all the objects in an image, and keep on only those that pass using ismember.

lab = bwlabel(ball1);
s = regionprops(lab, 'Area', 'Perimeter');
sArea = [s.Area];
sPerim= [s.Perimeter];
idx = find((sArea ./ sPerim) < 8);
gr_fin = ismember(lab, idx);