コード例 #1
0
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");
}
コード例 #2
0
ファイル: pto_gen.cpp プロジェクト: top-star/Repo
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;
}