This commit is contained in:
USW
2025-04-09 12:02:40 +09:00
5 changed files with 60 additions and 0 deletions

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@@ -0,0 +1,51 @@
#include <iostream>
#include "opencv2/opencv.hpp"
void make_salt_and_pepper_noise(cv::Mat& dst, float percent) {
int num = dst.total() * percent;
for (int i = 0; i < num; i++) {
dst.at<uchar>(rand() % dst.rows, rand() % dst.cols) = (i % 2) * 255;
}
}
int main() {
cv::VideoCapture camera(0);
if (!camera.isOpened()) {
std::cerr << "isOpened()" << std::endl;
return EXIT_FAILURE;
}
std::uint32_t fps = camera.get(cv::CAP_PROP_FPS);
cv::Mat src;
while (cv::waitKey(1000 / fps) != 27) {
camera >> src;
if (src.empty()) break;
cv::imshow("preview", src);
}
cv::cvtColor(src, src, cv::COLOR_BGR2GRAY);
cv::Mat gaussian_noise(src.size(), CV_8UC1);
//cv::Mat gaussian, salt_and_pepper, bilateral, median;
cv::randn(gaussian_noise, 0, 5);
cv::Mat gaussian = src + gaussian_noise;
cv::Mat salt_and_pepper;
src.copyTo(salt_and_pepper);
make_salt_and_pepper_noise(salt_and_pepper, 0.1);
cv::Mat bilateral;
cv::bilateralFilter(gaussian, bilateral, -1, 10, 5);
cv::Mat median;
cv::medianBlur(salt_and_pepper, median, 3);
cv::imshow("src", src);
cv::imshow("gaussian", gaussian);
cv::imshow("salt_and_pepper", salt_and_pepper);
cv::imshow("bilateral", bilateral);
cv::imshow("median", median);
cv::waitKey();
cv::destroyAllWindows();
}

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@@ -131,6 +131,7 @@
</Link>
</ItemDefinitionGroup>
<ItemGroup>
<ClCompile Include="main.cpp" />
</ItemGroup>
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
<ImportGroup Label="ExtensionTargets">

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@@ -14,4 +14,9 @@
<Extensions>rc;ico;cur;bmp;dlg;rc2;rct;bin;rgs;gif;jpg;jpeg;jpe;resx;tiff;tif;png;wav;mfcribbon-ms</Extensions>
</Filter>
</ItemGroup>
<ItemGroup>
<ClCompile Include="main.cpp">
<Filter>소스 파일</Filter>
</ClCompile>
</ItemGroup>
</Project>

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Homework/noise_denoise/스크린샷 2025-04-02 200316.png (Stored with Git LFS) Normal file

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