diff --git a/tests/examples/main.cpp b/tests/examples/main.cpp
index f4bfd23..fddff0c 100644
--- a/tests/examples/main.cpp
+++ b/tests/examples/main.cpp
@@ -11,7 +11,7 @@ int main (int ac,char ** av) {
 	csignal coord = {0,1,0,0,0,0,0};
 	coord = {0,1,0,0,0};
   csignal res;
-	res = fft_rec(coord);
+	res = dft(coord);
 
 	for(int n=0; n<coord.size(); n++) {
 		cout << coord[n] << endl;
diff --git a/tests/src/math.hpp b/tests/src/math.hpp
index dde4ed1..3e86700 100644
--- a/tests/src/math.hpp
+++ b/tests/src/math.hpp
@@ -100,6 +100,21 @@ namespace math {
     return res;
   }
 
+  csignal& dft(const csignal& input) {
+    csignal* res = new csignal();
+    int size = input.size();
+
+    for (int k=0; k<size; ++k) {
+      complex t=0;
+      for (int n=0; n<size; ++n) {
+        t += (input[n] * std::exp(complex(0, -2*pi()*n*k/size)));
+      }
+      std::cout << t << std::endl;
+      res->push_back(t);
+    }
+    return *res;
+  }
+
   csignal fft_rec(const csignal& input) {
     int size = input.size();
     std::cout << "Size: " << size << std::endl;
@@ -277,10 +292,34 @@ namespace math {
     return res;
   }
 
+  csignal descriptors(const contour& cont, int cmax) {
+    csignal z = cont2sig(cont);
+    complex zm = mean(z);
+    csignal tfd = dft(diff(z, zm));
+    tfd /= z.size();
+    int cmin = -cmax;
+    csignal desc = extract(tfd, cmin, cmax);
+
+    if (std::abs(desc[desc.size()/2-1]) > std::abs(desc[desc.size()/2+1])) {
+      std::reverse(desc.begin(), desc.end());
+    }
+
+    double phy = std::arg(desc[desc.size()/2-1]*desc[desc.size()/2+1])/2;
+    desc *= std::exp(complex(0, -phy));
+    double theta = std::arg(desc[desc.size()/2+1]);
+
+    for (int k=0; k<desc.size(); ++k) {
+      desc[k] *= std::exp(complex(0, -theta*(k-cmin)));
+    }
+    desc /= std::abs(desc[desc.size()/2+1]);
+
+    return desc;
+  }
+
   contour simplify_contour(const contour& cont, int cmax) {
     csignal z = cont2sig(cont);
     complex zm = mean(z);
-    csignal tfd = fft(diff(z, zm));
+    csignal tfd = dft(diff(z, zm));
     tfd /= z.size();
     int cmin = -cmax;
     csignal desc = extract(tfd, cmin, cmax);
diff --git a/tests/src/traitement.cpp b/tests/src/traitement.cpp
index e5f9292..6369226 100644
--- a/tests/src/traitement.cpp
+++ b/tests/src/traitement.cpp
@@ -6,7 +6,6 @@
 int main(int argc, char** argv) {
 	int seuil=65;
 	int cmax = 10;
-	int N = 5000;
 
 	if (argc > 1) {
 		seuil = atol(argv[1]);
@@ -31,7 +30,6 @@ int main(int argc, char** argv) {
 		X=frame.rows;
 		Y=frame.cols;
 		cv::Mat binaire(X,Y,CV_8UC1);
-		cv::imshow("Image", frame);
 		cv::GaussianBlur(frame, frame, cv::Size(7,7), 1.5, 1.5);
 		X=frame.rows;
 		Y=frame.cols;
@@ -39,7 +37,6 @@ int main(int argc, char** argv) {
 
     math::filter(frame, binaire, seuil);
 
-		cv::imshow("Detection", binaire);
 		cv::findContours(binaire, contours, hierarchy, CV_RETR_EXTERNAL, CV_CHAIN_APPROX_NONE);
 		cv::Mat Dessin = cv::Mat::zeros(X,Y, CV_8UC1);
 		cv::Mat new_contour_image = cv::Mat::zeros(X,Y, CV_8UC1);
@@ -49,20 +46,19 @@ int main(int argc, char** argv) {
 
       int id = math::max_cont(contours);
       contrs.push_back(contours[id]);
-
-      std::cout << "Number of countours: "
-                << contours.size()
-                << "; Index of biggest contour: "
-                << id
-                << std::endl;
-
       contrs.push_back(math::simplify_contour(contrs[0], cmax));
 
+      math::csignal desc = math::descriptors(contrs[0], cmax);
+
       cv::drawContours(Dessin, contrs, 0, 255);
       cv::drawContours(new_contour_image, contrs, 1, 255);
     }
+
+		cv::imshow("Image", frame);
+		cv::imshow("Detection", binaire);
 		cv::imshow("Contours", Dessin);
 		cv::imshow("New Contours", new_contour_image);
+
 		if(cv::waitKey(30) == 27) {
 			break;
 		}