/* # # File : mcf_levelsets2d.cpp # ( C++ source file ) # # Description : Implementation of the Mean Curvature Flow on a 2D curve, # using the framework of Level Sets. # This file is a part of the CImg Library project. # ( http://cimg.eu ) # # Copyright : David Tschumperlé # ( http://tschumperle.users.greyc.fr/ ) # # License : CeCILL v2.0 # ( http://www.cecill.info/licences/Licence_CeCILL_V2-en.html ) # # This software is governed by the CeCILL license under French law and # abiding by the rules of distribution of free software. You can use, # modify and/ or redistribute the software under the terms of the CeCILL # license as circulated by CEA, CNRS and INRIA at the following URL # "http://www.cecill.info". # # As a counterpart to the access to the source code and rights to copy, # modify and redistribute granted by the license, users are provided only # with a limited warranty and the software's author, the holder of the # economic rights, and the successive licensors have only limited # liability. # # In this respect, the user's attention is drawn to the risks associated # with loading, using, modifying and/or developing or reproducing the # software by the user in light of its specific status of free software, # that may mean that it is complicated to manipulate, and that also # therefore means that it is reserved for developers and experienced # professionals having in-depth computer knowledge. Users are therefore # encouraged to load and test the software's suitability as regards their # requirements in conditions enabling the security of their systems and/or # data to be ensured and, more generally, to use and operate it in the # same conditions as regards security. # # The fact that you are presently reading this means that you have had # knowledge of the CeCILL license and that you accept its terms. # */ #include "CImg.h" using namespace cimg_library; #undef min #undef max // Retrieve the curve corresponding to the zero level set of the distance function. template CImg get_level0(const CImg& img) { CImg dest(img); CImg_2x2(I,T); Inn = 0; cimg_for2x2(img,x,y,0,0,I,T) if (Icc*Inc<0 || Icc*Icn<0) dest(x,y) = 255; else dest(x,y) = Icc<0?100:0; return dest; } /*-------------------- Main procedure ----------------------*/ int main(int argc,char **argv) { cimg_usage("Perform a Mean Curvature Flow on closed curves, using Level Sets"); const float dt = cimg_option("-dt",0.8f,"PDE time step"); const unsigned int nb_iterations = cimg_option("-iter",10000,"Number of iterations"); // Create a user-defined closed curve. CImg curve(256,256,1,2,0); unsigned char col1[] = {0,255}, col2[] = {200,255}, col3[] = {255,255}; curve.draw_grid(20,20,0,0,false,false,col1,0.4f,0xCCCCCCCC,0xCCCCCCCC). draw_text(5,5,"Please draw your curve\nin this window\n(Use your mouse)",col1); CImgDisplay disp(curve,"Mean curvature flow",0); int xo = -1, yo = -1, x0 = -1, y0 = -1, x1 = -1, y1 = -1; while (!disp.is_closed() && (x0<0 || disp.button())) { if (disp.button() && disp.mouse_x()>=0 && disp.mouse_y()>=0) { if (x0<0) { xo = x0 = disp.mouse_x(); yo = y0 = disp.mouse_y(); } else { x1 = disp.mouse_x(); y1 = disp.mouse_y(); curve.draw_line(x0,y0,x1,y1,col2).display(disp); x0 = x1; y0 = y1; } } disp.wait(); if (disp.is_resized()) disp.resize(disp); } curve.draw_line(x1,y1,xo,yo,col2).channel(0).draw_fill(0,0,col3); CImg<> img = CImg<>(curve.get_shared_channel(0)).normalize(-1,1); // Perform the "Mean Curvature Flow". img.distance_eikonal(10); CImg_3x3(I,float); for (unsigned int iteration = 0; iteration velocity(img.width(),img.height(),img.depth(),img.spectrum()); float *ptrd = velocity.data(), veloc_max = 0; cimg_for3x3(img,x,y,0,0,I,float) { const float ix = (Inc - Ipc)/2, iy = (Icn - Icp)/2, ixx = Inc + Ipc - 2*Icc, iyy = Icn + Icp - 2*Icc, ixy = (Ipp + Inn - Inp - Ipn)/4, ngrad = ix*ix + iy*iy, iee = (ngrad>1e-5)?((iy*iy*ixx - 2*ix*iy*ixy + ix*ix*iyy)/ngrad):0; *(ptrd++) = iee; if (iee>veloc_max) veloc_max = iee; else if (-iee>veloc_max) veloc_max = -iee; } if (veloc_max>0) img+=(velocity*=dt/veloc_max); if (!(iteration%10)) { get_level0(img).resize(disp.width(),disp.height()). draw_grid(20,20,0,0,false,false,col3,0.4f,0xCCCCCCCC,0xCCCCCCCC). draw_text(5,5,"Iteration %d",col3,0,1,13,iteration).display(disp); } if (!(iteration%60)) img.distance_eikonal(1,3); if (disp.is_resized()) disp.resize(); } return 0; }