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<?xml version="1.0" encoding="utf-8"?> | ||
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#include <iostream> | ||
#include "PixMix/PixMix.h" | ||
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//#define MAGENTA_MASK_MODE | ||
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#ifndef MAGENTA_MASK_MODE | ||
const std::string pathToSrcColor("../data/birds.png"); | ||
const std::string pathToDstColor("../data/birds_res.png"); | ||
const std::string pathToMask("../data/birds_mask.png"); | ||
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int main() | ||
{ | ||
cv::Mat_<cv::Vec3b> src = cv::imread(pathToSrcColor); | ||
cv::Mat_<cv::Vec3b> dst(src.size()); | ||
cv::Mat_<uchar> mask = cv::imread(pathToMask, cv::IMREAD_GRAYSCALE); | ||
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cv::imshow("Input color image", src); | ||
cv::imshow("Input mask image", mask); | ||
cv::waitKey(1); | ||
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PixMix pm; | ||
pm.init(src, mask); | ||
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pm.execute(dst, 0.05f); | ||
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cv::imwrite(pathToDstColor, dst); | ||
cv::imshow("Output color image", dst); | ||
cv::waitKey(); | ||
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return 0; | ||
} | ||
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#else | ||
const std::string pathToSrcColor("../data/birds_magenta.png"); | ||
const std::string pathToDstColor("../data/birds_magenta_res.png"); | ||
const std::string pathToSrcColor("../../data/birds.png"); | ||
const std::string pathToDstColor("../../data/birds_res.png"); | ||
const std::string pathToMask("../../data/birds_mask.png"); | ||
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int main() | ||
{ | ||
cv::Mat_<cv::Vec3b> src = cv::imread(pathToSrcColor); | ||
cv::Mat_<cv::Vec3b> dst(src.size(), src.type()); | ||
cv::Mat_<uchar> mask; | ||
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Util::createMask(src, cv::Scalar(255, 0, 255), mask); | ||
auto color = cv::imread(pathToSrcColor, cv::IMREAD_COLOR); | ||
auto mask = cv::imread(pathToMask, cv::IMREAD_GRAYSCALE); | ||
cv::Mat inpainted; | ||
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cv::imshow("Input color image", src); | ||
cv::imshow("Input color image", color); | ||
cv::imshow("Input mask image", mask); | ||
cv::waitKey(1); | ||
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PixMix pm; | ||
pm.init(src, mask); | ||
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pm.execute(dst, 0.05f); | ||
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cv::imshow("Output color image", dst); | ||
cv::waitKey(); | ||
cv::destroyAllWindows(); | ||
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auto start = std::chrono::high_resolution_clock::now(); | ||
{ | ||
dr::PixMix pm; | ||
dr::det::PixMixParams params; | ||
params.alpha = 0.15f; // 0.0f means no spatial cost considered | ||
params.maxItr = 5; // set to 1 to crank up the speed | ||
params.maxRandSearchItr = 5; // set to 1 to crank up the speed | ||
bool debugViz = true; | ||
pm.Run(color, mask, inpainted, params, debugViz); | ||
} | ||
auto stop = std::chrono::high_resolution_clock::now(); | ||
auto duration = std::chrono::duration_cast<std::chrono::milliseconds>(stop - start); | ||
std::cout << "Time: " << duration.count() << "ms" << std::endl; | ||
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cv::imwrite(pathToDstColor, inpainted); | ||
cv::imshow("Inpainted color image", inpainted); | ||
cv::waitKey(); | ||
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return 0; | ||
} | ||
#endif |
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