public static void Analyze(System.ComponentModel.BackgroundWorker worker)
{
int i = 0;
foreach (string file in Directory.GetFiles("C:\\Users\\Forpatril\\Documents\\Visual Studio 2010\\Projects\\Diploma_cs\\Images", "*.jpg"))
{
Image img = new Image(file);
for (int w = 2; w < 35; w++)
for (int sig = 1; sig < w / 2; sig++)
{
filterclass fc = new filterclass();
Noise n = new Noise();
Image img_n = n.addNoise("gaussian", img, 0, 0.055);
double[] p = new double[] {w, sig, 0.2};
MWNumericArray parameters = new MWNumericArray(p);
MWLogicalArray mw_print = new MWLogicalArray(Form1.print);
MWArray[] Result = fc.filter2(2, img_n.image, "bilateral", parameters, mw_print);
MWNumericArray descriptor = null;
descriptor = (MWNumericArray)Result[0];
double[,] result = null;
result = (double[,])descriptor.ToArray(MWArrayComponent.Real);
Image ret = new Image(result);
MWNumericArray e_descriptor = null;
e_descriptor = (MWNumericArray)Result[1];
ret.Time = (double)e_descriptor.ToScalarDouble();
filterDataContext db = new filterDataContext();
psnrClass ps = new psnrClass();
double psnr = (double)((MWNumericArray)ps.psnr(ret.image, img.image)).ToScalarDouble();
db.add_line("bilateral", "gaussian", img.Height, img.Width, ret.Time, psnr, p[0], p[1], p[2]);
Result = null;
e_descriptor = null;
result = null;
parameters = null;
img_n = null;
n = null;
descriptor = null;
ret = null;
ps = null;
fc = null;
GC.Collect();
}
worker.ReportProgress(i++);
img = null;
GC.Collect();
}
}
public static void Fill(string path, int id, System.ComponentModel.BackgroundWorker worker)
{
int i = 0;
foreach (string file in Directory.GetFiles(path, "*.jpg"))
{
filterDataContext db = new filterDataContext();
Image img = new Image(file);
Noise n = new Noise();
img = n.addNoise("gaussian", img, 0, 0.055);
RunFilter rf = new RunFilter();
Image ret = rf.Do(img, id);
psnrClass ps = new psnrClass();
double psnr = (double)((MWNumericArray)ps.psnr(ret.image, img.image)).ToScalarDouble();
db.add_line(Filters.type[id],"gaussian",img.Height,img.Width,ret.Time,psnr,Form1.pars.par[id][0],Form1.pars.par[id][1],Form1.pars.par[id][2]);
worker.ReportProgress(i++);
}
}
/*
private Bitmap getImage(double[,] image)
{
int w = image.GetLength(1);
int h = image.GetLength(0);
Bitmap r_image = new Bitmap(w, h);
for (int i = 0; i < h; i++)
{
for (int j = 0; j < w; j++)
{
byte pixel = (byte)(image[i, j] * 255);
Color color = Color.FromArgb(255, pixel, pixel, pixel);
r_image.SetPixel(j, i, color);
}
}
return r_image;
}
private Bitmap getImage(double[, ,] image)
{
int w = image.GetLength(2);
int h = image.GetLength(1);
Bitmap r_image = new Bitmap(w, h);
for (int i = 0; i < h; i++)
{
for (int j = 0; j < w; j++)
{
byte r = (byte)(image[0, i, j] * 255);
byte g = (byte)(image[1, i, j] * 255);
byte b = (byte)(image[2, i, j] * 255);
Color color = Color.FromArgb(255, r, g, b);
r_image.SetPixel(j, i, color);
}
}
return r_image;
}
*/
private void button3_Click(object sender, EventArgs e)
{
B b = new B();
Noise n = new Noise();
Image res = n.addNoise("gaussian", image, 0, 0.055);
pictureBox1.Image = res.Bitmap;
Application.DoEvents();
res = b.RunFilter(res);
//Bilateral Bilateral = new Bilateral();
//double[] sigma = new double[] {3, 0.1};
//double w = 5;
//MWNumericArray mw_sigma = new MWNumericArray(sigma);
//Stopwatch stopwatch = new Stopwatch();
//stopwatch.Start();
////MWArray Result = Bilateral.bfilter2(image, w, mw_sigma);
//MWArray[] Result = Bilateral.bfilter2(2, image, w, mw_sigma);
//stopwatch.Stop();
//MWNumericArray descriptor = null;
//descriptor = (MWNumericArray)Result[0];
//MWNumericArray e_descriptor = null;
//e_descriptor = (MWNumericArray)Result[1];
//double Elapsed = (double)e_descriptor.ToScalarDouble();
//Bitmap Image;
//if (!isColor)
//{
// double[,] d_descriptor = (double[,])descriptor.ToArray(MWArrayComponent.Real);
// Image = getImage(d_descriptor);
//}
//else
//{
// double[,,] d_descriptor = (double[, ,])descriptor.ToArray(MWArrayComponent.Real);
// Image = getImage(d_descriptor);
//}
//pictureBox1.Size.Height = res.Height;
//pictureBox1.Size.Width = res.Width;
pictureBox1.Image = res.Bitmap;
//label1.Text = stopwatch.Elapsed.ToString();
//label2.Text = Elapsed.ToString();
filterDataContext db = new filterDataContext();
label1.Text = b.WorkTime.ToString();
db.add_b_res(res.Height, res.Height / res.Width, b.WorkTime, 5, 3, 0.1);
//isColor = false;
b = null;
n = null;
res = null;
GC.Collect();
}
