int main()
{
FeaturesService featuresService = FeaturesService();
string imagename = "0";
vector<string> imagenames;
vector<Mat> images, imagesnocolor;
vector<vector<Matches>> imagesmatches;
vector<vector<int>> relatedImages;
vector<set<int>> panoramas;
vector<vector<Matches>> panoramasmatches;
unsigned int numImages;
while (imagename.compare("") != 0 && imagename.compare("-1") != 0) {
cout << "Insert image path to load (insert -1 to start loading predetermined images or just ENTER to finish the list of images): ";
cin >> imagename;
imagenames.push_back(imagename);
}
if (imagename.compare("-1") == 0) {
imagenames.push_back("./yosemite2.jpg");
imagenames.push_back("./yosemite1.jpg");
imagenames.push_back("./b.JPG");
imagenames.push_back("./yosemite3.jpg");
imagenames.push_back("./a.JPG");
imagenames.push_back("./yosemite4.jpg");
imagenames.push_back("./yosemite5.jpg");
imagenames.push_back("./raufusskauz.JPG");
imagenames.push_back("./yosemite6.jpg");
imagenames.push_back("./yosemite7.jpg");
imagenames.push_back("./c.JPG");
}
cout << "Loading images" << endl;
imagenames = featuresService.loadImagesArray(imagenames, images, imagesnocolor);
numImages = imagenames.size();
cout << "Computing homographies" << endl;
featuresService.computeMatchesAndHomography(imagesnocolor, imagesmatches);
featuresService.computeRelatedImages(imagesmatches, relatedImages);
featuresService.computePanoramas(relatedImages, panoramasmatches, imagesmatches);
cout << "Related images" << endl;
vector<Panorama> panoramasfinales;
int lastadded;
cout << "Creating panoramas" << endl;
for (int itout = 0; itout < panoramasmatches.size(); itout++) {
Panorama newpanorama;
newpanorama.addImage(panoramasmatches[itout][0].getImage2(), images[panoramasmatches[itout][0].getImage2().getImgNumber()]);
lastadded = panoramasmatches[itout][0].getImage2().getImgNumber();
panoramasmatches[itout].erase(panoramasmatches[itout].begin());
int size = panoramasmatches[itout].size();
for (int i = 0; i < size; i++) {
for (int itin = 0; itin < panoramasmatches[itout].size(); itin++) {
if (panoramasmatches[itout][itin].getImage1().getImgNumber() == lastadded) {
newpanorama.addImage(panoramasmatches[itout][itin].getImage2(), images[panoramasmatches[itout][itin].getImage2().getImgNumber()]);
lastadded = panoramasmatches[itout][itin].getImage2().getImgNumber();
break;
}
}
}
Mat destiny;
bilateralFilter(newpanorama.getPanorama(), destiny, 5, 20,20);
newpanorama.setPanorama(destiny);
panoramasfinales.insert(panoramasfinales.end(), newpanorama);
}
cout << "Showing panoramas" << endl;
for (unsigned int i = 0; i < panoramasfinales.size(); i++) {
string nombre = "Resultado";
nombre.append(to_string(i));
imshow(nombre, panoramasfinales[i].getPanorama());
}
waitKey(0);
system("pause");
}
int main(int argc, char* argv[])
{
// parse arguments
const char* optstring = "o:p:f:c:s:lh";
static struct option longOptions[] =
{
{"output", required_argument, NULL, 'o' },
{"projection", required_argument, NULL, 'p' },
{"fov", required_argument, NULL, 'f' },
{"crop", required_argument, NULL, 'c' },
{"stacklength", required_argument, NULL, 's' },
{"linkstacks", no_argument, NULL, 'l' },
{"distortion", no_argument, NULL, 300 },
{"vignetting", no_argument, NULL, 301 },
{"help", no_argument, NULL, 'h' },
0
};
int c;
int optionIndex = 0;
string output;
int projection=-1;
float fov=-1;
int stackLength=1;
bool linkStacks=false;
vigra::Rect2D cropRect(0,0,0,0);
bool loadDistortion=false;
bool loadVignetting=false;
while ((c = getopt_long (argc, argv, optstring, longOptions,&optionIndex)) != -1)
{
switch (c)
{
case 'o':
output = optarg;
break;
case 'h':
usage(argv[0]);
return 0;
case 'p':
{
projection=atoi(optarg);
if((projection==0) && (strcmp(optarg,"0")!=0))
{
cerr << "Could not parse image number.";
return 1;
};
if(projection<0)
{
cerr << "Invalid projection number." << endl;
return 1;
};
};
break;
case 'f':
fov=atof(optarg);
if(fov<1 || fov>360)
{
cerr << "Invalid field of view";
return 1;
};
break;
case 'c':
{
int left, right, top, bottom;
int n=sscanf(optarg, "%d,%d,%d,%d", &left, &right, &top, &bottom);
if (n==4)
{
if(right>left && bottom>top)
{
cropRect.setUpperLeft(vigra::Point2D(left,top));
cropRect.setLowerRight(vigra::Point2D(right,bottom));
}
else
{
cerr << "Invalid crop area" << endl;
return 1;
};
}
else
{
cerr << "Could not parse crop values" << endl;
return 1;
};
};
break;
case 's':
stackLength=atoi(optarg);
if(stackLength<1)
{
cerr << "Could not parse stack length." << endl;
return 1;
};
break;
case 'l':
linkStacks=true;
break;
case 300:
loadDistortion=true;
break;
case 301:
loadVignetting=true;
break;
case ':':
cerr <<"Option " << longOptions[optionIndex].name << " requires a number" << endl;
return 1;
break;
case '?':
break;
default:
abort ();
}
}
if (argc - optind < 1)
{
usage(argv[0]);
return 1;
};
cout << "Generating pto file..." << endl;
cout.flush();
std::vector<string> filelist;
while(optind<argc)
{
string input;
#ifdef _WINDOWS
//do globbing
input=GetAbsoluteFilename(argv[optind]);
char drive[_MAX_DRIVE];
char dir[_MAX_DIR];
char fname[_MAX_FNAME];
char ext[_MAX_EXT];
char newFile[_MAX_PATH];
_splitpath(input.c_str(), drive, dir, NULL, NULL);
struct _finddata_t finddata;
intptr_t findhandle = _findfirst(input.c_str(), &finddata);
if (findhandle != -1)
{
do
{
//ignore folder, can be happen when using *.*
if((finddata.attrib & _A_SUBDIR)==0)
{
_splitpath(finddata.name, NULL, NULL, fname, ext);
_makepath(newFile, drive, dir, fname, ext);
//check if valid image file
if(vigra::isImage(newFile))
{
filelist.push_back(std::string(newFile));
};
};
}
while (_findnext(findhandle, &finddata) == 0);
_findclose(findhandle);
}
#else
input=argv[optind];
if(hugin_utils::FileExists(input))
{
if(vigra::isImage(input.c_str()))
{
filelist.push_back(GetAbsoluteFilename(input));
};
};
#endif
optind++;
};
if(filelist.size()==0)
{
cerr << "No valid image files given." << endl;
return 1;
};
//sort filenames
sort(filelist.begin(),filelist.end(),doj::alphanum_less());
if(projection<0)
{
InitLensDB();
};
Panorama pano;
for(size_t i=0; i<filelist.size();i++)
{
SrcPanoImage srcImage;
cout << "Reading " << filelist[i] << "..." << endl;
srcImage.setFilename(filelist[i]);
try
{
vigra::ImageImportInfo info(filelist[i].c_str());
if(info.width()==0 || info.height()==0)
{
cerr << "ERROR: Could not decode image " << filelist[i] << endl
<< "Skipping this image." << endl << endl;
continue;
}
srcImage.setSize(info.size());
std::string pixelType=info.getPixelType();
if((pixelType=="UINT8") || (pixelType=="UINT16") || (pixelType=="INT16"))
{
srcImage.setResponseType(HuginBase::SrcPanoImage::RESPONSE_EMOR);
}
else
{
srcImage.setResponseType(HuginBase::SrcPanoImage::RESPONSE_LINEAR);
};
}
catch(std::exception & e)
{
cerr << "ERROR: caught exception: " << e.what() << endl;
cerr << "Could not read image information for file " << filelist[i] << endl;
cerr << "Skipping this image." << endl << endl;
continue;
};
srcImage.readEXIF();
srcImage.applyEXIFValues();
if(projection>=0)
{
srcImage.setProjection((HuginBase::BaseSrcPanoImage::Projection)projection);
}
else
{
srcImage.readProjectionFromDB();
};
if(fov>0)
{
srcImage.setHFOV(fov);
if(srcImage.getCropFactor()==0)
{
srcImage.setCropFactor(1.0);
};
}
else
{
//set plausible default value if they could not read from exif
if(srcImage.getExifFocalLength()==0 || srcImage.getCropFactor()==0)
{
cout << "\tNo value for field of view found in EXIF data. " << endl
<< "\tAssuming a HFOV of 50 degrees. " << endl;
srcImage.setHFOV(50);
srcImage.setCropFactor(1.0);
};
};
if(cropRect.width()>0 && cropRect.height()>0)
{
if(srcImage.isCircularCrop())
{
srcImage.setCropMode(SrcPanoImage::CROP_CIRCLE);
}
else
{
srcImage.setCropMode(SrcPanoImage::CROP_RECTANGLE);
};
srcImage.setAutoCenterCrop(false);
srcImage.setCropRect(cropRect);
};
if(loadDistortion)
{
if(srcImage.readDistortionFromDB())
{
cout << "\tRead distortion data from lensfun database." << endl;
}
else
{
cout << "\tNo valid distortion data found in lensfun database." << endl;
};
};
if(loadVignetting)
{
if(srcImage.readVignettingFromDB())
{
cout << "\tRead vignetting data from lensfun database." << endl;
}
else
{
cout << "\tNo valid vignetting data found in lensfun database." << endl;
};
};
pano.addImage(srcImage);
};
if(pano.getNrOfImages()==0)
{
cerr << "Adding images to project files failed." << endl;
HuginBase::LensDB::LensDB::Clean();
return 1;
};
//link lenses
if(pano.getNrOfImages()>1)
{
double redBalanceAnchor=pano.getImage(pano.getOptions().colorReferenceImage).getExifRedBalance();
double blueBalanceAnchor=pano.getImage(pano.getOptions().colorReferenceImage).getExifBlueBalance();
if(fabs(redBalanceAnchor)<1e-2)
{
redBalanceAnchor=1;
};
if(fabs(blueBalanceAnchor)<1e-2)
{
blueBalanceAnchor=1;
};
StandardImageVariableGroups variable_groups(pano);
ImageVariableGroup& lenses = variable_groups.getLenses();
for(size_t i=1;i<pano.getNrOfImages();i++)
{
int image=-1;
const SrcPanoImage & srcImg=pano.getImage(i);
for(size_t j=0;j<i;j++)
{
const SrcPanoImage & compareImg=pano.getImage(j);
if(srcImg.getHFOV()==compareImg.getHFOV() &&
srcImg.getProjection()==compareImg.getProjection() &&
srcImg.getExifModel()==compareImg.getExifModel() &&
srcImg.getExifMake()==compareImg.getExifMake() &&
srcImg.getSize()==compareImg.getSize())
{
image=j;
break;
};
};
if(image!=-1)
{
SrcPanoImage img=pano.getSrcImage(i);
double ev=img.getExposureValue();
lenses.switchParts(i,lenses.getPartNumber(image));
lenses.unlinkVariableImage(HuginBase::ImageVariableGroup::IVE_ExposureValue, i);
img.setExposureValue(ev);
lenses.unlinkVariableImage(HuginBase::ImageVariableGroup::IVE_WhiteBalanceRed, i);
lenses.unlinkVariableImage(HuginBase::ImageVariableGroup::IVE_WhiteBalanceBlue, i);
img.setWhiteBalanceRed(img.getExifRedBalance()/redBalanceAnchor);
img.setWhiteBalanceBlue(img.getExifBlueBalance()/blueBalanceAnchor);
pano.setSrcImage(i, img);
};
};
cout << endl << "Assigned " << lenses.getNumberOfParts() << " lenses." << endl;
if(lenses.getNumberOfParts()>1 && stackLength>1)
{
cout << "Project contains more than one lens, but you requested to assign" << endl
<< "stacks. This is not supported. Therefore stacks will not be" << endl
<< "assigned." << endl << endl;
stackLength=1;
};
};
//link stacks
if(pano.getNrOfImages()>1 && stackLength>1)
{
stackLength=std::min<int>(stackLength,pano.getNrOfImages());
int stackCount=pano.getNrOfImages() / stackLength;
if(pano.getNrOfImages() % stackLength > 0)
{
stackCount++;
};
if(stackCount<pano.getNrOfImages())
{
for(size_t stackNr=0;stackNr<stackCount;stackNr++)
{
size_t firstImgStack=stackNr*stackLength;
for(size_t i=0;i<stackLength;i++)
{
if(firstImgStack+i<pano.getNrOfImages())
{
pano.linkImageVariableStack(firstImgStack,firstImgStack+i);
if(linkStacks)
{
pano.linkImageVariableYaw(firstImgStack,firstImgStack+i);
pano.linkImageVariablePitch(firstImgStack,firstImgStack+i);
pano.linkImageVariableRoll(firstImgStack,firstImgStack+i);
};
};
};
};
cout << "Assigned " << stackCount << " stacks." << endl;
};
};
//set output exposure value
PanoramaOptions opt = pano.getOptions();
opt.outputExposureValue = CalculateMeanExposure::calcMeanExposure(pano);
pano.setOptions(opt);
// set optimizer switches
pano.setOptimizerSwitch(HuginBase::OPT_PAIR);
pano.setPhotometricOptimizerSwitch(HuginBase::OPT_EXPOSURE | HuginBase::OPT_VIGNETTING | HuginBase::OPT_RESPONSE);
//output
if(output=="")
{
output=hugin_utils::stripExtension(pano.getImage(0).getFilename());
if(pano.getNrOfImages()>1)
{
output.append("-");
output.append(hugin_utils::stripExtension(hugin_utils::stripPath(pano.getImage(pano.getNrOfImages()-1).getFilename())));
};
output=output.append(".pto");
};
output=GetAbsoluteFilename(output);
//write output
UIntSet imgs;
fill_set(imgs,0, pano.getNrOfImages()-1);
ofstream of(output.c_str());
pano.printPanoramaScript(of, pano.getOptimizeVector(), pano.getOptions(), imgs, false, hugin_utils::getPathPrefix(output));
cout << endl << "Written output to " << output << endl;
HuginBase::LensDB::LensDB::Clean();
return 0;
}