How can i find out if two minutiae points in a fingerprint image are on the same ridge line?

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Please i need help on how to know if two minutiae points on a fingerprint image are on the same ridge so as to be able to remove fake minutiae points from the fingerprint.
So I have done the extraction of minutiae points in the fingeprint image but how can i know if two of these minutiae points are on the same ridge line i.e. the same white line.
Thanks.
  2 个评论
darova
darova 2020-3-24
What about bwlabel? You can separate each 'white' line and loop through all individually
Check if one has 2 points
Fego Etese
Fego Etese 2020-3-24
编辑:Fego Etese 2020-3-24
Thanks for your help on this, if i have two white points on the image how can i know with this method you've proposed that they are either on the same line or on different white lines? I mean if you could please just explain to me how the bwlabel can help me do this, I will be very grateful.
Thanks

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darova
darova 2020-3-24
Simple example
I0 = imread('image.jpg');
I1 = ~im2bw(I0);
I2 = bwmorph(I1,'thin',inf);
I3 = bwareaopen(I2,30); % remove lines bigger 30 pixels
[L,n] = bwlabel(I3); % label each region
for i = 1:n
Ic = L==i; % find region
Ib = bwmorph(Ic,'branchpoints'); % branch/minutae points
[y,x] = find(Ib); % find coordinates minutae points
II = cat(3,Ic,I3,I3*0);
imshow(II,'initialmagnification','fit')
hold on
plot(x,y,'or')
hold off
pause(1)
end
I used attached image. So how do you want to remove points? And which one?
  14 个评论
Image Analyst
Image Analyst 2020-3-24
Yes, if L(row1, col1) is the same as L(row2, col2) then they are on the same ridgeline, otherwise they are on different ridgelines.

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