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December 16, 2015 22:39
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C++ Face Detect
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#include <opencv2/imgproc/imgproc.hpp> | |
#include <opencv2/objdetect/objdetect.hpp> | |
#include <opencv2/highgui/highgui.hpp> | |
#include <iostream> | |
const char* keys = | |
{ | |
"{i|input| |The source image}" | |
"{d|dir| |The resource directory}" | |
}; | |
int main(int argc, const char** argv) | |
{ | |
cv::CommandLineParser parser(argc, argv, keys); | |
std::string infile = parser.get<std::string>("input"); | |
std::string dir = parser.get<std::string>("dir"); | |
std::string imgdir = "img/temp"; | |
std::string resdir = "res"; | |
std::string outdir = dir + imgdir; | |
std::string cascade_xml = "/haarcascade_frontalface_alt.xml"; | |
std::string cascade_file = dir + resdir + cascade_xml; | |
cv::CascadeClassifier cascade; | |
if (cascade_file.empty() || !cascade.load(cascade_file)) | |
{ | |
std::cout << cv::format("Error: cannot load cascade file! %s %s\n", outdir.c_str(),cascade_file.c_str()); | |
return -1; | |
} | |
cv::Mat src = cv::imread(infile); | |
if (src.empty()) | |
{ | |
std::cout << cv::format("Error: cannot load source image!\n"); | |
return -1; | |
} | |
cv::Mat gray; | |
cv::cvtColor(src, gray, CV_BGR2GRAY); | |
cv::equalizeHist(gray, gray); | |
std::vector<cv::Rect> faces; | |
cascade.detectMultiScale(gray, faces, 1.2, 3); | |
std::cout << cv::format("0, %s (%dx%d)\n", infile.c_str(), src.cols, src.rows); | |
cv::Mat src_copy = src.clone(); | |
for (int i = 0; i < faces.size(); i++) | |
{ | |
std::string outfile(cv::format("%s/face-%d.jpg", outdir.c_str(), i+1)); | |
cv::Rect r = faces[i]; | |
cv::rectangle(src, r, CV_RGB(0,255,0), 2); | |
cv::imwrite(outfile, src_copy(r)); | |
cv::imwrite(infile, src); | |
std::cout << cv::format("%d, %s (%dx%d)\n", i+1, outfile.c_str(), r.width, r.height); | |
} | |
return 0; | |
} |
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