public void RunLBPCalculateSingle_LBP_png_EqualsReference()
{
var runlbp = new RunLBP()
{
path = load + @"\Test1.png",
savepath = save
};
testImg.New("Quarters", new int[] { 12, 12 });
Functions.Save(runlbp.path, testImg.Image.ToDouble(), false);
runlbp.param.Mre = false;
runlbp.param.Scale = false;
runlbp.param.ImageType = ".png";
runlbp.CalculateSingle();
float[,] result = Functions.Load(save + @"\Test1_LBP.png");
int[,] features = Functions.ReadCSV(save + @"\features.csv").ToInt32();
float[,] refIS = new float[6, 6]
{
{ 8, 8, 8, 5, 5, 5 },
{ 8, 8, 8, 5, 5, 6 },
{ 8, 8, 8, 5, 5, 6 },
{ 5, 6, 6, 3, 3, 3 },
{ 5, 6, 6, 3, 3, 3 },
{ 6, 6, 6, 3, 3, 3 }
};
Assert.Equal(refIS, result);
}
public void RunLBPCalculateBatch_MRE_png_EqualsReference()
{
var runlbp = new RunLBP(load + @"\Test5", save + @"\Test5");
Directory.CreateDirectory(@"C:\temp\test\load\Test5");
Directory.CreateDirectory(@"C:\temp\test\save\Test5");
runlbp.param.Mre = true;
runlbp.param.Scale = false;
runlbp.param.W_stand = new int[] { 5, 3, 2, 1 };
testImg.New("Quarters", new int[] { 28, 28 });
Functions.Save(load + @"\Test5\Test1.png", testImg.Image.ToDouble(), false);
Functions.Save(load + @"\Test5\Test2.png", testImg.Image.ToDouble(), false);
Functions.Save(load + @"\Test5\Test3.png", testImg.Image.ToDouble(), false);
runlbp.CalculateBatch();
float[,] result1 = Functions.Load(save + @"\Test5\Test1_small.png");
float[,] result2 = Functions.Load(save + @"\Test5\Test2_small.png");
float[,] result3 = Functions.Load(save + @"\Test5\Test3_small.png");
float[,] refIS = new float[6, 6]
{
{ 9, 7, 6, 6, 6, 1 },
{ 8, 1, 9, 6, 6, 1 },
{ 6, 2, 3, 6, 3, 1 },
{ 7, 5, 2, 5, 6, 2 },
{ 7, 2, 2, 9, 7, 8 },
{ 7, 2, 2, 2, 1, 9 }
};
Assert.Equal(refIS, result1);
Assert.Equal(refIS, result2);
Assert.Equal(refIS, result3);
}
public void RunLBPCalculateSingle_MRE_png_EqualsReference()
{
var runlbp = new RunLBP(load + @"\Test7\Test1.png", save + @"\Test7");
Directory.CreateDirectory(@"C:\temp\test\load\Test7");
Directory.CreateDirectory(@"C:\temp\test\save\Test7");
testImg.New("Quarters", new int[] { 28, 28 });
Functions.Save(runlbp.path, testImg.Image.ToDouble(), false);
runlbp.param.Mre = true;
runlbp.param.Scale = false;
runlbp.param.W_stand = new int[] { 5, 3, 2, 1 };
runlbp.param.ImageType = ".png";
Functions.Save(load + @"\Test7\Test1.png", testImg.Image.ToDouble(), false);
runlbp.CalculateSingle();
float[,] result = Functions.Load(save + @"\Test7\Test1_LBPIS.png");
int[,] features = Functions.ReadCSV(save + @"\Test7\features.csv").ToInt32();
float[,] refIS = new float[6, 6]
{
{ 9, 7, 6, 6, 6, 1 },
{ 8, 1, 9, 6, 6, 1 },
{ 6, 2, 3, 6, 3, 1 },
{ 7, 5, 2, 5, 6, 2 },
{ 7, 2, 2, 9, 7, 8 },
{ 7, 2, 2, 2, 1, 9 }
};
Assert.Equal(refIS, result);
}
public void RunLBP_DefaultInput_OutputsDefaultParameters()
{
var param = new Parameters();
var runlbp = new RunLBP();
// Write more assertions
Assert.Equal(param.LargeRadius, runlbp.param.LargeRadius);
Assert.Equal(param.Neighbours, runlbp.param.Neighbours);
Assert.Equal(param.Save, runlbp.param.Save);
}
public static void Batch(Parameters param)
{
// Initialize paths
string path = "", savepath = "";
// Select load path
var fbd = new FolderBrowserDialog()
{
Description = "Select the directory to load images"
};
if (fbd.ShowDialog() == DialogResult.OK)
{
path = fbd.SelectedPath;
}
else
{
Console.WriteLine("No directory selected.\n");
return;
}
// Select save path
fbd = new FolderBrowserDialog()
{
Description = "Select the directory to save results"
};
if (fbd.ShowDialog() == DialogResult.OK)
{
savepath = fbd.SelectedPath;
}
else
{
Console.WriteLine("No directory selected.\n");
return;
}
// Calculate batch of LBP images
RunLBP run = new RunLBP()
{
path = path, // image path and result path
savepath = savepath,
param = param, // pipeline parameters
};
run.CalculateBatch();
}
public void RunLBPCalculateBatch_LBP_dat_EqualsReference()
{
var runlbp = new RunLBP(load + @"\Test1", save + @"\Test1");
Directory.CreateDirectory(@"C:\temp\test\load\Test1");
Directory.CreateDirectory(@"C:\temp\test\save\Test1");
runlbp.param.Mre = false;
runlbp.param.Scale = false;
runlbp.param.W_stand = new int[] { 5, 3, 2, 1 };
runlbp.param.ImageType = ".dat";
// save images
testImg.New("Quarters", new int[] { 12, 12 });
var bin = new BinaryWriterApp()
{
filename = load + @"\Test1\Test4.dat"
};
bin.SaveBinary(testImg.Image.ToDouble());
bin.filename = load + @"\Test1\Test5.dat";
bin.SaveBinary(testImg.Image.ToDouble());
bin.filename = load + @"\Test1\Test6.dat";
bin.SaveBinary(testImg.Image.ToDouble());
runlbp.CalculateBatch();
float[,] result1 = Functions.Load(save + @"\Test1\Test4_LBP.png");
float[,] result2 = Functions.Load(save + @"\Test1\Test5_LBP.png");
float[,] result3 = Functions.Load(save + @"\Test1\Test6_LBP.png");
float[,] refIS = new float[6, 6]
{
{ 8, 8, 8, 5, 5, 5 },
{ 8, 8, 8, 5, 5, 6 },
{ 8, 8, 8, 5, 5, 6 },
{ 5, 6, 6, 3, 3, 3 },
{ 5, 6, 6, 3, 3, 3 },
{ 6, 6, 6, 3, 3, 3 }
};
Assert.Equal(refIS, result1);
Assert.Equal(refIS, result2);
Assert.Equal(refIS, result3);
}
public void RunLBPCalculateSingle_MRE_dat_EqualsReference()
{
var runlbp = new RunLBP(load + @"\Test6\Test1.dat", save + @"\Test6");
Directory.CreateDirectory(@"C:\temp\test\load\Test6");
Directory.CreateDirectory(@"C:\temp\test\save\Test6");
testImg.New("Quarters", new int[] { 28, 28 });
var bin = new BinaryWriterApp()
{
filename = load + @"\Test6\Test1.dat"
};
bin.SaveBinary(testImg.Image.ToDouble());
runlbp.param.Mre = true;
runlbp.param.Scale = false;
runlbp.param.W_stand = new int[] { 5, 3, 2, 1 };
runlbp.param.ImageType = ".dat";
runlbp.CalculateSingle();
bin.filename = save + @"\Test6\features.dat";
float[,] result = Functions.Load(save + @"\Test6\Test1_LBPIS.png");
bin.ReadLBPFeatures("uint32");
int[,] features = bin.features;
float[,] refIS = new float[6, 6]
{
{ 9, 7, 6, 6, 6, 1 },
{ 8, 1, 9, 6, 6, 1 },
{ 6, 2, 3, 6, 3, 1 },
{ 7, 5, 2, 5, 6, 2 },
{ 7, 2, 2, 9, 7, 8 },
{ 7, 2, 2, 2, 1, 9 }
};
Assert.Equal(refIS, result);
}
public static void Single(Parameters param)
{
// Initialize paths
string path = "", savepath = "", meanpath = "", stdpath = "";
if (param.Meanstd)
{
// Select mean image path
var meanfile = new OpenFileDialog()
{
Title = "Select mean image to be calculated"
};
if (meanfile.ShowDialog() == DialogResult.OK)
{
meanpath = meanfile.FileName;
}
else
{
Console.WriteLine("No directory selected.\n");
return;
}
// Select std image path
var stdfile = new OpenFileDialog()
{
Title = "Select std image to be calculated"
};
if (stdfile.ShowDialog() == DialogResult.OK)
{
stdpath = stdfile.FileName;
}
else
{
Console.WriteLine("No directory selected.\n");
return;
}
}
else
{
// Select load path
var openfile = new OpenFileDialog()
{
Title = "Select the image to be calculated"
};
if (openfile.ShowDialog() == DialogResult.OK)
{
path = openfile.FileName;
}
else
{
Console.WriteLine("No directory selected.\n");
return;
}
}
// Select save path
var fbd = new FolderBrowserDialog()
{
Description = "Select the directory to save results"
};
if (fbd.ShowDialog() == DialogResult.OK)
{
savepath = fbd.SelectedPath;
}
else
{
Console.WriteLine("No save path selected.\n");
savepath = null;
}
// Calculate single LBP image
RunLBP run2 = new RunLBP()
{
path = path,
savepath = savepath,
param = param,
meanpath = meanpath,
stdpath = stdpath
};
run2.CalculateSingle();
}