I am having difficulty in saving the xml files. I am using a loop to grab all the images in a folder and then to perform HoG. However, it is not saving any of the xml files. But, when done individually it works. Please help..
#include
#include
#include
#include
#include "opencv2/highgui/highgui.hpp"
#include
#include "opencv2/objdetect/objdetect.hpp"
#include
#include
#include
using namespace cv;
using namespace std;
vector files;
int main(int argc, char** argv)
{
cv::glob("C:/Desktop/Extracted Frames/Front View/Feint and Dribble/2. Shooting Move/*.jpg", files);
for (size_t i = 0; i < files.size(); i++) {
Mat img = imread(files[i]);
//Mat img = imread("C:/Proj//Front/7.Canny/Feint and Dribble/2. Shooting Move/Canny7.jpg");
Mat imageData;
//Hog to build feature vector
HOGDescriptor hog;
vector descriptors;
hog.winSize = Size(64, 128);
resize(img, imageData, hog.winSize);//resize image
hog.compute(img, descriptors);
hog.setSVMDetector(HOGDescriptor::getDefaultPeopleDetector());
//HOG parameters
hog.cellSize = Size(8, 8);
hog.blockSize = Size(16, 16);
hog.nbins = 9;
//namedWindow("HOG");
imshow("Outline Image", img);
vector features1;
//Mat HogFeat;
//Mat HogFeat = Mat(features1, true).reshape(1, 1);
Mat HogFeat = Mat(descriptors, true).reshape(1, 1);
//normalising data
Mat mean, sigma; //matrices to save mean and standard deviation
//store descriptor vector into matrix
meanStdDev(HogFeat, mean, sigma); //get mean and std deviation
HogFeat = (HogFeat - mean) / sigma; //normalization
//store normalisation
Mat meansigma;
hconcat(mean, sigma, meansigma);
cout << "mean " << mean << " sigma " << sigma << endl;
cout << "Saving the normalised HOG matrix....." << endl;
//FileStorage storage("normalisation.xml", FileStorage::WRITE);
//storage << "hogfeature" << HogFeat; // basically - it's a key-value store.
//storage.release(); // nothing will happen, unless you actually flush/close it.
//Save image
std::stringstream files(std::stringstream::in | std::stringstream::out);
files << "Normalisation" << i << ".xml";
std::cout << "writing " << files.str().c_str() << " to disk" << std::endl;
imwrite(files.str().c_str(), HogFeat);
}
waitKey(0);
return 0;
}
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