internal static MatrixOp JetHelp(ImageTypes type, TwoDimensionObjectBase obj, double max, double min = 0)
{
MatrixOp matrixOp;
switch (type)
{
case ImageTypes.RgbPixel:
matrixOp = Dlib.Jet(obj as Array2D <RgbPixel>, max, min);
break;
case ImageTypes.RgbAlphaPixel:
matrixOp = Dlib.Jet(obj as Array2D <RgbAlphaPixel>, max, min);
break;
case ImageTypes.UInt8:
matrixOp = Dlib.Jet(obj as Array2D <byte>, max, min);
break;
case ImageTypes.UInt16:
matrixOp = Dlib.Jet(obj as Array2D <ushort>, max, min);
break;
case ImageTypes.UInt32:
matrixOp = Dlib.Jet(obj as Array2D <uint>, max, min);
break;
case ImageTypes.Int8:
matrixOp = Dlib.Jet(obj as Array2D <sbyte>, max, min);
break;
case ImageTypes.Int16:
matrixOp = Dlib.Jet(obj as Array2D <short>, max, min);
break;
case ImageTypes.Int32:
matrixOp = Dlib.Jet(obj as Array2D <int>, max, min);
break;
case ImageTypes.HsiPixel:
matrixOp = Dlib.Jet(obj as Array2D <HsiPixel>, max, min);
break;
case ImageTypes.LabPixel:
matrixOp = Dlib.Jet(obj as Array2D <LabPixel>, max, min);
break;
case ImageTypes.Float:
matrixOp = Dlib.Jet(obj as Array2D <float>, max, min);
break;
case ImageTypes.Double:
matrixOp = Dlib.Jet(obj as Array2D <double>, max, min);
break;
default:
throw new ArgumentOutOfRangeException();
}
return(matrixOp);
}
public void SobelEdgeDetector()
{
var path = this.GetDataFile($"{LoadTarget}.bmp");
var tests = new[]
{
new { Type = ImageTypes.BgrPixel, ExpectResult = false },
new { Type = ImageTypes.RgbPixel, ExpectResult = false },
new { Type = ImageTypes.RgbAlphaPixel, ExpectResult = false },
new { Type = ImageTypes.UInt8, ExpectResult = false },
new { Type = ImageTypes.UInt16, ExpectResult = false },
new { Type = ImageTypes.HsiPixel, ExpectResult = false },
new { Type = ImageTypes.Float, ExpectResult = true },
new { Type = ImageTypes.Double, ExpectResult = true }
};
var type = this.GetType().Name;
foreach (ImageTypes inputType in Enum.GetValues(typeof(ImageTypes)))
{
if (inputType == ImageTypes.Matrix)
{
continue;
}
foreach (var test in tests)
{
TwoDimensionObjectBase imageObj = null;
TwoDimensionObjectBase horzObj = null;
TwoDimensionObjectBase vertObj = null;
try
{
var image = DlibTest.LoadImageHelp(inputType, path);
imageObj = image;
var horz = Array2DTest.CreateArray2DHelp(test.Type);
horzObj = horz;
var vert = Array2DTest.CreateArray2DHelp(test.Type);
vertObj = vert;
try
{
Dlib.SobelEdgeDetector(image, horz, vert);
if (!test.ExpectResult)
{
Assert.True(false, $"SobelEdgeDetector should throw exception for InputType: {inputType}, Type: {test.Type}.");
}
else
{
Dlib.SaveBmp(horz, $"{Path.Combine(this.GetOutDir(type, "SobelEdgeDetector"), $"{LoadTarget}_{inputType}_{test.Type}_horz.bmp")}");
Dlib.SaveBmp(vert, $"{Path.Combine(this.GetOutDir(type, "SobelEdgeDetector"), $"{LoadTarget}_{inputType}_{test.Type}_vert.bmp")}");
}
}
catch (Exception)
{
if (!test.ExpectResult)
{
Console.WriteLine("OK");
}
else
{
throw;
}
}
}
catch (Exception e)
{
Console.WriteLine(e.StackTrace);
Console.WriteLine($"Failed to execute SobelEdgeDetector to InputType: {inputType}, Type: {test.Type}.");
throw;
}
finally
{
if (imageObj != null)
{
this.DisposeAndCheckDisposedState(imageObj);
}
if (horzObj != null)
{
this.DisposeAndCheckDisposedState(horzObj);
}
if (vertObj != null)
{
this.DisposeAndCheckDisposedState(vertObj);
}
}
}
}
}
public void SumFilter()
{
const string testName = "SumFilter";
var path = this.GetDataFile($"{LoadTarget}.bmp");
var tests = new[]
{
new { Type = ImageTypes.UInt8, ExpectResult = true },
new { Type = ImageTypes.UInt16, ExpectResult = true },
new { Type = ImageTypes.UInt32, ExpectResult = true },
new { Type = ImageTypes.Int8, ExpectResult = true },
new { Type = ImageTypes.Int16, ExpectResult = true },
new { Type = ImageTypes.Int32, ExpectResult = true },
new { Type = ImageTypes.Float, ExpectResult = true },
new { Type = ImageTypes.Double, ExpectResult = true },
new { Type = ImageTypes.RgbAlphaPixel, ExpectResult = false },
new { Type = ImageTypes.BgrPixel, ExpectResult = false },
new { Type = ImageTypes.RgbPixel, ExpectResult = false },
new { Type = ImageTypes.HsiPixel, ExpectResult = false }
};
var type = this.GetType().Name;
foreach (var input in tests)
{
foreach (var output in tests)
{
TwoDimensionObjectBase outObj = null;
TwoDimensionObjectBase inObj = null;
var rect = new Rectangle(3, 3);
var expect = input.ExpectResult && output.ExpectResult;
try
{
var inImage = DlibTest.LoadImage(input.Type, path);
inObj = inImage;
try
{
var outImage = Array2DTest.CreateArray2D(output.Type, inImage.Rows, inImage.Columns);
outObj = outImage;
Dlib.SumFilter(inImage, outImage, rect);
if (!expect)
{
Assert.Fail($"{testName} should throw exception for InputType: {input.Type}, OutputType: {output.Type}");
}
else
{
Assert.AreEqual(inImage.Columns, outImage.Columns);
Assert.AreEqual(inImage.Rows, outImage.Rows);
Dlib.SaveBmp(outImage, $"{Path.Combine(this.GetOutDir(type, testName), $"{LoadTarget}_{input.Type}_{output.Type}.bmp")}");
}
}
catch (ArgumentException)
{
if (!expect)
{
Console.WriteLine("OK");
}
else
{
throw;
}
}
catch (NotSupportedException)
{
if (!expect)
{
Console.WriteLine("OK");
}
else
{
throw;
}
}
}
catch (Exception e)
{
Console.WriteLine(e.StackTrace);
Console.WriteLine($"Failed to execute {testName} to InputType: {input.Type}, OutputType: {output.Type}");
throw;
}
finally
{
if (outObj != null)
{
this.DisposeAndCheckDisposedState(outObj);
}
if (inObj != null)
{
this.DisposeAndCheckDisposedState(inObj);
}
}
}
}
}
private void ExecuteMaxCostAssignment(TwoDimensionObjectBase obj)
{
if (obj is Matrix <sbyte> sbyteMatrix)
{
Dlib.MaxCostAssignment(sbyteMatrix);
return;
}
if (obj is Matrix <short> shortMatrix)
{
Dlib.MaxCostAssignment(shortMatrix);
return;
}
if (obj is Matrix <int> intMatrix)
{
Dlib.MaxCostAssignment(intMatrix);
return;
}
if (obj is Matrix <byte> byteMatrix)
{
Dlib.MaxCostAssignment(byteMatrix);
return;
}
if (obj is Matrix <ushort> ushortMatrix)
{
Dlib.MaxCostAssignment(ushortMatrix);
return;
}
if (obj is Matrix <uint> uintMatrix)
{
Dlib.MaxCostAssignment(uintMatrix);
return;
}
if (obj is Matrix <float> floatMatrix)
{
Dlib.MaxCostAssignment(floatMatrix);
return;
}
if (obj is Matrix <double> doubleMatrix)
{
Dlib.MaxCostAssignment(doubleMatrix);
return;
}
if (obj is Matrix <RgbPixel> rgbPixelMatrix)
{
Dlib.MaxCostAssignment(rgbPixelMatrix);
return;
}
if (obj is Matrix <RgbAlphaPixel> rgbAlphaPixelMatrix)
{
Dlib.MaxCostAssignment(rgbAlphaPixelMatrix);
return;
}
if (obj is Matrix <HsiPixel> hsiPicelMatrix)
{
Dlib.MaxCostAssignment(hsiPicelMatrix);
return;
}
throw new NotSupportedException();
}