1 | %BLOBBOX Find box around a binary blob and resample |
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2 | % |
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3 | % B = BLOBBOX(A,ny,nx) |
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4 | % |
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5 | % INPUT |
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6 | % A MY x MX x N matrix of N binary images of the size MY x MX |
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7 | % NX,NY Resampling sizes (optional, default: 16) |
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8 | % |
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9 | % OUTPUT |
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10 | % B NY x NX x N matrix of N binary images of the size NY x NX |
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11 | % |
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12 | % DEFAULT |
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13 | % NX = NY = 16. |
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14 | % |
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15 | % DESCRIPTION |
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16 | % For an MY x MX x N set of N binary images A the bounding boxes around |
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17 | % the blobs are computed and resampled with NX x NY pixels. |
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18 | % |
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19 | |
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20 | % Copyright: R.P.W. Duin, r.duin@ieee.org |
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21 | % and Elzbieta Pekalska, ela.pekalska@googlemail.com |
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22 | % Faculty EWI, Delft University of Technology and |
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23 | % School of Computer Science, University of Manchester |
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24 | |
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25 | |
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26 | function b = blobbox(a,ny,nx); |
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27 | if nargin < 2, |
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28 | ny = 16; |
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29 | end |
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30 | if nargin < 3, |
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31 | nx = ny; |
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32 | end |
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33 | |
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34 | [mx,my,n] = size(a); |
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35 | b = zeros(nx,ny,n); |
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36 | |
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37 | for i=1:n |
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38 | c = a(:,:,i); |
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39 | J = find(any(c)); |
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40 | J = [min(J):max(J)]; |
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41 | K = find(any(c')); |
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42 | K = [min(K):max(K)]; |
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43 | c = double(c(K,J)); |
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44 | if length(c(:)) > 0, |
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45 | c = bord(c,0); |
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46 | b(:,:,i) = imresize(c,[ny,nx]); |
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47 | end |
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48 | end |
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49 | |
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50 | |
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51 | |
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52 | function C = bord(A,n,m); |
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53 | % C = bord(A,n,m) |
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54 | % Puts a border of the width m (default m=1) around the image A |
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55 | % and gives it value n. If n = NaN: mirror image values. |
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56 | |
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57 | if nargin == 2; |
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58 | m=1; |
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59 | end |
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60 | [x,y] = size(A); |
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61 | if m > min(x,y) |
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62 | mm = min(x,y); |
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63 | C = bord(A,n,mm); |
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64 | C = bord(C,n,m-mm); |
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65 | return |
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66 | end |
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67 | |
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68 | if isnan(n) |
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69 | C = [A(:,m:-1:1),A,A(:,y:-1:y-m+1)]; |
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70 | C = [C(m:-1:1,:);C;C(x:-1:x-m+1,:)]; |
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71 | else |
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72 | bx = ones(x,m)*n; |
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73 | by = ones(m,y+2*m)*n; |
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74 | C = [by;[bx,A,bx];by]; |
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75 | end |
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