74 lines
1.9 KiB
C++
74 lines
1.9 KiB
C++
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#include "opencv2/xphoto.hpp"
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#include "opencv2/highgui.hpp"
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const char* keys =
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{
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"{i || input image name}"
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"{o || output image name}"
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"{sigma || expected noise standard deviation}"
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"{tw |4| template window size}"
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"{sw |16| search window size}"
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};
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int main(int argc, const char** argv)
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{
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bool printHelp = (argc == 1);
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printHelp = printHelp || (argc == 2 && std::string(argv[1]) == "--help");
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printHelp = printHelp || (argc == 2 && std::string(argv[1]) == "-h");
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if (printHelp)
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{
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printf("\nThis sample demonstrates BM3D image denoising\n"
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"Call:\n"
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" bm3d_image_denoising -i=<string> -sigma=<double> -tw=<int> -sw=<int> [-o=<string>]\n\n");
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return 0;
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}
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cv::CommandLineParser parser(argc, argv, keys);
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if (!parser.check())
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{
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parser.printErrors();
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return -1;
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}
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std::string inFilename = parser.get<std::string>("i");
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std::string outFilename = parser.get<std::string>("o");
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cv::Mat src = cv::imread(inFilename, cv::IMREAD_GRAYSCALE);
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if (src.empty())
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{
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printf("Cannot read image file: %s\n", inFilename.c_str());
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return -1;
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}
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float sigma = parser.get<float>("sigma");
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if (sigma == 0.0)
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sigma = 15.0;
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int templateWindowSize = parser.get<int>("tw");
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if (templateWindowSize == 0)
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templateWindowSize = 4;
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int searchWindowSize = parser.get<int>("sw");
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if (searchWindowSize == 0)
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searchWindowSize = 16;
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cv::Mat res(src.size(), src.type());
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cv::xphoto::bm3dDenoising(src, res, sigma, templateWindowSize, searchWindowSize);
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if (outFilename.empty())
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{
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cv::namedWindow("input image", cv::WINDOW_NORMAL);
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cv::imshow("input image", src);
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cv::namedWindow("denoising result", cv::WINDOW_NORMAL);
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cv::imshow("denoising result", res);
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cv::waitKey(0);
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}
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else
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{
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cv::imwrite(outFilename, res);
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}
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return 0;
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}
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