void mexFunction(int nargout, mxArray *out[], int nargin, const mxArray *in[]) {
int k = 0;
const mxArray *mxArray_G1 = in[k++];
const mxArray *mxArray_W1 = in[k++];
const mxArray *mxArray_G2 = in[k++];
const mxArray *mxArray_W2 = in[k++];
const mxArray *mxArray_F12 = in[k++];
const mxArray *mxArray_I12 = in[k++];
const mxArray *mxArray_W12 = in[k++];
const mxArray *mxArray_f = in[k++];
const mxArray *options = in[k++];
GraphMatching *graph = new GraphMatching();
graph->deserializeGraphs(mxArray_W1, mxArray_W2, mxArray_I12, mxArray_W12, mxArray_G1, mxArray_G2, mxArray_F12, mxArray_f);
graph->deserializeOptions(options);
graph->compute_W();
graph->normalize_W();
out[0] = graph->serialize_W();
if(nargout >= 2)
out[1] = graph->serialize_indi1i2j1j2();
if(nargout >= 3)
out[2] = graph->serialize_indiW_indjW();
delete graph;
}
void mexFunction(int nargout, mxArray *out[], int nargin, const mxArray *in[]) {
int k=0;
const mxArray *mxArray_W=in[k++];
//const mxArray *indi1i2j1j2=in[k++];
const mxArray *mxArray_I12=in[k++];
const mxArray *options=in[k++];
GraphMatching *graphMatching = new GraphMatching();
//graphMatching->deserializeW(mxArray_W,indi1i2j1j2);
graphMatching->deserializeOptions(options);
graphMatching->deserializeW(mxArray_W,mxArray_I12);
graphMatching->normalize_W();
out[0] = graphMatching->serialize_W();
if(nargout>=2)
out[1] = graphMatching->serialize_D1();
if(nargout>=3)
out[2] = graphMatching->serialize_D2();
delete graphMatching;
}
int main(){
/*ff::CommandArgSet cmd;
cmd.SetArg(L"-p 100 -s hello");
int a = cmd.Get<int>(L"p");
std::wstring s = cmd.Get<std::wstring>(L"s");*/
//string imgA_path = "facades\\";
// const string imgA_path = "D:\\Patch\\Data\\1.jpg";
// const string imgB_path = "D:\\Data\\Patch\\palace\\imageB.jpg";
/*string mskA_path = "..\\facades\\fac (34).jpg";
string path;
string out = "facades\\output\\";
string outpath;
Summrarizer summer;
const int cluster_num = 8;*/
/*string sec = "100";
string path2 = imgA_path + sec + ".jpg";*/
/*this is for patchnet building*/
//string regionDir = "image-region\\";
//string srcDir = "image-src\\";
//string rOutDir = "image-region-result\\";
//string sOutDir = "image-src-result\\";
////runAfolder(regionDir,OutDir );
//runFolder(regionDir,srcDir,rOutDir,sOutDir);
//end building
//runOneImage(sec,out,path2);
// for(int i=1;i<=25;i++){
//
// path = imgA_path + num2str(i) + ".jpg";
// outpath = out + num2str(i) + "\\";
// patchesFN = outpath + "rpatches.txt";
// ofstream ofs(patchesFN);
// Mat imgA = imread(path);
//
// summer.initialRandPick(num2str(i),outpath,imgA, 6);
// summer.RandPatchCluster();
//
// for(int j=0;j<summer._summaryPatches.size();j++){
// summer._finalPatches.push_back(summer._summaryPatches[j]);
// summer._finalRegions.push_back(summer._spMasks[j]);
// ofs << summer._finalPatches[j].center.x << " " << summer._finalPatches[j].center.y << endl;
// }
// ofs.close();
// //cout<<"done"<<endl;
// //summer.~Summrarizer();
//
// SingleNet net1(&summer);
// net1.initNet(num2str(i), outpath, outpath);
// net1.collectRel();
//// net1.userRelGet(userM);
//// cout << net1.getSimUserRel() << " !!!!" << endl;
// net1.getSubRegions();
// net1.getAtoms();
// net1.buildHierGraph();
// net1.getRealContext();
// net1.saveToFiles();
// //summer.~Summrarizer();
//
// cout << "Start Explorer" << endl;
// char* userMaskFN = "facades\\userMask.png";//1.jpg
// string resSaveDirS = "D:\\Project\\PatchNet\\PatchNet\\facades\\_ne_outdir";
// NetExplorer ne(&summer);
// ne.getUserNet(userMaskFN);
// ne.compNodeInFolder_file(resSaveDirS);
//
// }
//explore code
// section = "10";
//
// string depthDir = "image-depth\\";
//
// outdir = "image-src-result\\";
// srcDir = "iamage-src\\";
//
// regionOutDir = "image-region-result\\";
// regionSrcDir = "image-region\\";
//
// const char* userMaskFN = "patchnet-userMask\\mask-10.png";
//
// string imgSrc_path = string(srcDir) + string(section) + ".png";
// string tempSrc = string( outdir) + string(section) + "\\";
// string imgReg_path = string(regionSrcDir) + string(section) +".png";
// string tempReg = string(regionOutDir) + string(section)+"\\";
//
// string resSaveDirS = "patchnet-output\\";
// //outdir = temp.c_str();
// if(!boost::filesystem::exists(tempSrc))
// boost::filesystem::create_directory(tempSrc);
// if(!boost::filesystem::exists(tempReg))
// boost::filesystem::create_directories(tempReg);
//
// string patchesSrcFN = string(tempSrc) + "rpatches.txt";
// string patchesRegFN = string(tempReg) + "rpatches.txt";
//
// Summrarizer summer_src,summer_reg;
//
// Mat imgSrc = imread(imgSrc_path);
// Mat imgReg = imread(imgReg_path);
//
// if (imgSrc.rows >= 800 || imgSrc.cols >= 800)
// cv::resize(imgSrc,imgSrc, cv::Size(640, 480));
// if (imgReg.rows >= 800 || imgReg.cols >= 800)
// cv::resize(imgReg,imgReg, cv::Size(640, 480));
//
// Mat userM = imread(userMaskFN, 0);
//
// summer_src.initialRandPick(string(section), string(outdir), imgSrc, 6);
// summer_reg.initialRandPick(string(section), string(regionOutDir), imgReg, 6);
//
// cout << "Start Loading User Mask" << endl;
// if(boost::filesystem::exists(patchesSrcFN))
// {
// ifstream ifs(patchesSrcFN);
// int x, y; int curCount = 0;
// summer_src._finalPatches.clear();
// summer_src._finalRegions.clear();
// while(!ifs.eof())
// {
// ifs >> x;
// if(ifs.eof())
// break;
// ifs >> y;
// sPatch sp;
// sp.center.x = x; sp.center.y = y;
// sp.width = summer_src._patchRadius * 2 + 1;
// sp.aveClr = summer_src._averImg.ptr<Vec3b>(y)[x];
// sp.aveGrad = summer_src._aveGrad.ptr<uchar>(y)[x];
// summer_src._finalPatches.push_back(sp);
// cv::Mat reg;
// string fn = string(tempSrc) + "zcover_" + boost::lexical_cast<string>(curCount)+".png";
// reg = imread(fn, 0);
// summer_src._finalRegions.push_back(reg.clone());
// curCount ++;
// }
//
// // SingleNet net1(&summer);
// // net1.initNet();
//// net1.collectRel();
// // net1.userRelGet(userM);
// //net1.getSimUserRel() << " !!!!" << endl;
// /*cout << "Start Explorer" << endl;
// NetExplorer ne(&summer_src);
// ne.getUserNet(userMaskFN);
// ne.compNodeInFolder_file(resSaveDirS);*/
// }
//
// //summer Reg
// if(boost::filesystem::exists(patchesRegFN))
// {
// ifstream ifs(patchesRegFN);
// int x, y; int curCount = 0;
// summer_reg._finalPatches.clear();
// summer_reg._finalRegions.clear();
// while(!ifs.eof())
// {
// ifs >> x;
// if(ifs.eof())
// break;
// ifs >> y;
// sPatch sp;
// sp.center.x = x; sp.center.y = y;
// sp.width = summer_reg._patchRadius * 2 + 1;
// sp.aveClr = summer_reg._averImg.ptr<Vec3b>(y)[x];
// sp.aveGrad = summer_reg._aveGrad.ptr<uchar>(y)[x];
// summer_reg._finalPatches.push_back(sp);
// cv::Mat reg;
// string fn = string(tempSrc) + "zcover_" + boost::lexical_cast<string>(curCount)+".png";
// reg = imread(fn, 0);
// summer_reg._finalRegions.push_back(reg.clone());
// curCount ++;
// }
//
// // SingleNet net1(&summer);
// // net1.initNet();
//// net1.collectRel();
// // net1.userRelGet(userM);
// //net1.getSimUserRel() << " !!!!" << endl;
// /*cout << "Start Explorer" << endl;
// NetExplorer ne(&summer_src);
// ne.getUserNet(userMaskFN);
// ne.compNodeInFolder_file(resSaveDirS);*/
// }
// cout << "Start Explorer" << endl;
// vector<SecInf> matchedSecs;
// NetExplorer ne(&summer_src, &summer_reg);
//
// ne.getUserNet(userMaskFN);
//
// ne.compNodeInFolder_file(resSaveDirS);
// ne.compNodeInFolder_file_mine(resSaveDirS,matchedSecs);
// int truth_depth,esti_depth;
// getEstDepth(matchSecs,depthDir,esti_depth);
//end explore
// return 0;
// }
//end explore
Basic_File fileop;
Mat src = imread("FacGraph-src\\img-32-depth.png");Mat dst;
Mat mask = imread("11-cut.png",0);
Mat edge;
/*maskProcess(src,mask);
Canny(src,edge,50,100);
ImageSegmentByKMeans2(src.clone(),dst,4,1);
namedWindow("cluster",0);imshow("cluster",dst);waitKey(0);
namedWindow("edge",0);imshow("edge",edge);waitKey(0);
imwrite("dst12.jpg",dst);
ImageSefmentByMeanshift(src,dst);*/
Mat region;
int flag = fileop.LoadData("FacGraph-region\\img-32-depth-label.txt",region,src.rows,src.cols);
FacBuilder builder;
GraphMatching gMatch;
gMatch.doMatching("img-32-depth","FacGraph-src","FacGraph-region","FacGraph-depth");
//builder.getNodesFromImg(src,region);
/*builder.buildGraph(src,region);
FacGraph facG= builder._facGraph;
builder.buildAllSubGraphes(facG);
SubGraph sub1,sub2;
for(int i=0;i<builder._allSubGraphes.size();i++)
for(int j=0;j<builder._allSubGraphes.size();j++){
sub1 = builder._allSubGraphes[i];
sub2 = builder._allSubGraphes[j];
builder._allSubGraphes[i].drawSubGraph(src.clone(),"sub#1");
builder._allSubGraphes[j].drawSubGraph(src.clone(),"sub#2");
gMatch.initMatching(sub1,sub2);
gMatch.oneSubGraphMatching(sub1,sub2);
cout<<"matchScore:"<<gMatch._oneMatch.matchScore<<endl;
}*/
//for(int i=0;i<facG._nodes.size();i++){
//
// builder.buildSubGraph(facG._nodes[i],facG);
// //builder._facGraph.drawGraph(src,Scalar(0,255,0),Scalar(255,0,0),Scalar(0,0,255));
// //builder._subGraph.drawSubGraph(src.clone());
// builder.~FacBuilder();
//}
// double distance = gMatch.disOfTwoNodes(facG._nodes[0],facG._nodes[2]);
/*DP dp;
dp.performDP();*/
return 0;
}
