Milan_gvf.m
资源名称:Snakes.rar [点击查看]
上传用户:zlding2008
上传日期:2013-05-13
资源大小:1914k
文件大小:5k
源码类别:
2D图形编程
开发平台:
Matlab
- % EXAMPLE GVF snake examples on two simulated object boundaries.
- %
- % NOTE:
- %
- % traditional snake and distance snake differed from GVF snake only
- % by using different external force field. In order to produce the
- % corresponding external force field, use the following (all
- % assuming edge map f is in memory).
- %
- % traditional snake:
- % f0 = gaussianBlur(f,1);
- % [px,py] = gradient(f0);
- %
- % distance snake:
- % D = dt(f>0.5); % distance transform (dt) require binary edge map
- % [px,py] = gradient(-D);
- %
- % [px,py] is the external force field in both cases
- %
- % balloon model using a different matlab function "snakedeform2"
- % instead of "snakedeform". The external force could be any force
- % field generated above.
- %
- % an example of using it is as follows
- % [x,y] = snakedeform2(x,y, alpha, beta, gamma, kappa, kappap, px,py,2);
- % do a "help snakedeform2" for more details
- %
- % Chenyang Xu and Jerry Prince 6/17/97
- % Copyright (c) 1996-97 by Chenyang Xu and Jerry Prince
- cd ..; s = cd; s = [s, '/snake']; path(s, path); cd examples;
- help gvf_ex;
- % ==== Example 1: U-shape object ====
- % Read in the 64x64 U-shape image
- [I,map] = rawread('../images/Milan-test.pgm');
- % Compute its edge map
- disp(' Compute edge map ...');
- f = 1 - I/255;
- % Compute the GVF of the edge map f
- disp(' Compute GVF ...');
- [u,v] = GVF(f, 0.2, 80);
- disp(' Nomalizing the GVF external force ...');
- mag = sqrt(u.*u+v.*v);
- px = u./(mag+1e-10); py = v./(mag+1e-10);
- % display the results
- figure(1);
- subplot(221); imdisp(I); title('test image');
- subplot(222); imdisp(f); title('edge map');
- % display the gradient of the edge map
- [fx,fy] = gradient(f);
- subplot(223); quiver(fx,fy);
- axis off; axis equal; axis 'ij'; % fix the axis
- title('edge map gradient');
- % display the GVF
- subplot(224); quiver(px,py);
- axis off; axis equal; axis 'ij'; % fix the axis
- title('normalized GVF field');
- % snake deformation
- disp(' Press any key to start GVF snake deformation');
- pause;
- figure(1); subplot(221); cla;
- colormap(gray(64)); image(((1-f)+1)*40); axis('equal', 'off');
- t = 0:0.05:6.28;
- x = 41 + 35*cos(t);
- y = 60 + 50*sin(t);
- [x,y] = snakeinterp(x,y,2,0.5);
- snakedisp(x,y,'r')
- pause(1);
- for i=1:25,
- [x,y] = snakedeform(x,y,0.05,0,1,0.5,px,py,5);
- [x,y] = snakeinterp(x,y,2,0.5);
- snakedisp(x,y,'r')
- title(['Deformation in progress, iter = ' num2str(i*5)])
- pause(0.5);
- end
- disp(' Press any key to display the final result');
- pause;
- cla;
- colormap(gray(64)); image(((1-f)+1)*40); axis('equal', 'off');
- snakedisp(x,y,'r')
- title(['Final result, iter = ' num2str(i*5)]);
- disp(' ');
- disp(' Press any key to run the next example');
- pause;
- % ==== Example 2: Room like object ====
- % Read in the 64x64 room image
- [I,map] = rawread('../images/Milan-test.pgm');
- % Compute its edge map
- disp(' Compute edge map ...');
- f = 1 - I/255;
- % Compute the GVF of the edge map f
- disp(' Compute GVF ...');
- [px,py] = GVF(f, 0.2, 80);
- % display the results
- figure(1);
- subplot(221); imdisp(I); title('test image');
- subplot(222); imdisp(f); title('edge map');
- % display the gradient of the edge map
- [fx,fy] = gradient(f);
- subplot(223); quiver(fx,fy);
- axis off; axis equal; axis 'ij'; % fix the axis
- title('edge map gradient');
- % display the GVF
- subplot(224); quiver(px,py);
- axis off; axis equal; axis 'ij'; % fix the axis
- title('GVF field');
- % snake deformation
- disp(' Press any key to start GVF snake deformation');
- pause;
- figure(1); subplot(221); cla;
- colormap(gray(64)); image(((1-f)+1)*40); axis('equal', 'off');
- t = 0:0.5:6.28;
- x = 25 + 10*cos(t);
- y = 32 + 10*sin(t);
- [x,y] = snakeinterp(x,y,2,0.5);
- snakedisp(x,y,'r');
- pause(1);
- for i=1:25,
- [x,y] = snakedeform(x,y,0.05,0,1,2,px,py,5);
- [x,y] = snakeinterp(x,y,2,0.5);
- snakedisp(x,y,'r')
- title(['Deformation in progress, iter = ' num2str(i*5)])
- pause(0.5);
- end
- disp(' Press any key to display the final result');
- pause;
- figure(1); subplot(221); cla;
- colormap(gray(64)); image(((1-f)+1)*40); axis('equal', 'off');
- snakedisp(x,y,'r');
- title(['Final result, iter = ' num2str(i*5)]);