/// <summary>
/// Assess Mean MS-SSIM of a distorted bitmap with the reference bitmap
/// </summary>
/// <param name="reference">Reference bitmap</param>
/// <param name="distorted">Distorted bitmap</param>
/// <param name="component">Specify which components will be assessed, multiple components can be set by using bitwise-or</param>
/// <exception cref="ArgumentNullException">Thrown when at least one param is null</exception>
/// <exception cref="ArgumentException">Thrown when the size of the two bitmaps are not illegal for assessment (Sizes are not same, Size too small, etc.)</exception>
/// <returns>A new AssessResult object indicates the assess results in every specified component.</returns>
public override AssessResult Assess(Bitmap reference, Bitmap distorted, UseComponent component)
{
InitBitmaps(reference, distorted);
LumaReference = Downscaler.DownscaleByKeepMinLength(LumaReference, ScaleMinLength);
LumaDistorted = Downscaler.DownscaleByKeepMinLength(LumaDistorted, ScaleMinLength);
AssessResult res = new AssessResult();
if (component.HasFlag(UseComponent.Luma))
{
res.Luma = GetComponentQuality(LumaReference, LumaDistorted);
}
if (component.HasFlag(UseComponent.Cb))
{
res.Cb = GetComponentQuality(CbReference, CbDistorted);
}
if (component.HasFlag(UseComponent.Cr))
{
res.Cr = GetComponentQuality(CrReference, CrDistorted);
}
return res;
}
/// <summary>
/// Assess Mean MS-SSIM of a distorted bitmap with the reference bitmap
/// </summary>
/// <param name="reference">Reference bitmap</param>
/// <param name="distorted">Distorted bitmap</param>
/// <param name="component">Specify which components will be assessed, multiple components can be set by using bitwise-or</param>
/// <exception cref="ArgumentNullException">Thrown when at least one param is null</exception>
/// <exception cref="ArgumentException">Thrown when the size of the two bitmaps are not illegal for assessment (Sizes are not same, Size too small, etc.)</exception>
/// <returns>A new AssessResult object indicates the assess results in every specified component.</returns>
public override AssessResult Assess(Bitmap reference, Bitmap distorted, UseComponent component)
{
InitBitmaps(reference, distorted);
LumaReference = Downscaler.DownscaleByKeepMinLength(LumaReference, ScaleMinLength);
LumaDistorted = Downscaler.DownscaleByKeepMinLength(LumaDistorted, ScaleMinLength);
AssessResult res = new AssessResult();
if (component.HasFlag(UseComponent.Luma))
{
res.Luma = GetComponentQuality(LumaReference, LumaDistorted);
}
if (component.HasFlag(UseComponent.Cb))
{
res.Cb = GetComponentQuality(CbReference, CbDistorted);
}
if (component.HasFlag(UseComponent.Cr))
{
res.Cr = GetComponentQuality(CrReference, CrDistorted);
}
return(res);
}
/// <summary>
/// Assess Mean G-SSIM of a distorted bitmap with the reference bitmap
/// </summary>
/// <param name="reference">Reference bitmap</param>
/// <param name="distorted">Distorted bitmap</param>
/// <param name="component">Specify which components will be assessed, multiple components can be set by using bitwise-or</param>
/// <exception cref="ArgumentNullException">Thrown when at least one param is null</exception>
/// <exception cref="ArgumentException">Thrown when the size of the two bitmaps are not illegal for assessment (Sizes are not same, Size too small, etc.)</exception>
/// <returns>A new AssessResult object indicates the assess results in every specified component.</returns>
public override AssessResult Assess(Bitmap reference, Bitmap distorted, UseComponent component)
{
InitBitmaps(reference, distorted);
LumaReference = Downscaler.DownscaleByKeepMinLength(LumaReference, ScaleMinLength);
LumaDistorted = Downscaler.DownscaleByKeepMinLength(LumaDistorted, ScaleMinLength);
SsimParameters gssimParams = new SsimParameters(WindowWidth, WindowHeight, C1, C2, C3);
GssimCalculator gssimCalc = new GssimCalculator(gssimParams);
AssessResult res = new AssessResult();
if (component.HasFlag(UseComponent.Luma))
{
res.Luma = gssimCalc.CalcMeanGssim(LumaReference, LumaDistorted);
}
if (component.HasFlag(UseComponent.Cb))
{
res.Cb = gssimCalc.CalcMeanGssim(CbReference, CbDistorted);
}
if (component.HasFlag(UseComponent.Cr))
{
res.Cr = gssimCalc.CalcMeanGssim(CrReference, CrDistorted);
}
return res;
}
/// <summary>
/// Assess Mean G-SSIM of a distorted bitmap with the reference bitmap
/// </summary>
/// <param name="reference">Reference bitmap</param>
/// <param name="distorted">Distorted bitmap</param>
/// <param name="component">Specify which components will be assessed, multiple components can be set by using bitwise-or</param>
/// <exception cref="ArgumentNullException">Thrown when at least one param is null</exception>
/// <exception cref="ArgumentException">Thrown when the size of the two bitmaps are not illegal for assessment (Sizes are not same, Size too small, etc.)</exception>
/// <returns>A new AssessResult object indicates the assess results in every specified component.</returns>
public override AssessResult Assess(Bitmap reference, Bitmap distorted, UseComponent component)
{
InitBitmaps(reference, distorted);
LumaReference = Downscaler.DownscaleByKeepMinLength(LumaReference, ScaleMinLength);
LumaDistorted = Downscaler.DownscaleByKeepMinLength(LumaDistorted, ScaleMinLength);
SsimParameters gssimParams = new SsimParameters(WindowWidth, WindowHeight, C1, C2, C3);
GssimCalculator gssimCalc = new GssimCalculator(gssimParams);
AssessResult res = new AssessResult();
if (component.HasFlag(UseComponent.Luma))
{
res.Luma = gssimCalc.CalcMeanGssim(LumaReference, LumaDistorted);
}
if (component.HasFlag(UseComponent.Cb))
{
res.Cb = gssimCalc.CalcMeanGssim(CbReference, CbDistorted);
}
if (component.HasFlag(UseComponent.Cr))
{
res.Cr = gssimCalc.CalcMeanGssim(CrReference, CrDistorted);
}
return(res);
}
public override AssessResult Assess(System.Drawing.Bitmap reference, System.Drawing.Bitmap distorted, UseComponent component)
{
double Max = 255;
var mseCalc = new Mse();
AssessResult mseResult = mseCalc.Assess(reference, distorted, UseComponent.Luma | UseComponent.Cb | UseComponent.Cr);
double mse = (mseResult.Luma + mseResult.Cb + mseResult.Cr) / 3;
double psnr = 20 * Math.Log10(Max) - 10 * Math.Log10(mse);
var psnrResult = new AssessResult();
psnrResult.Luma = psnr;
psnrResult.Cb = psnr;
psnrResult.Cr = psnr;
return(psnrResult);
}
public override AssessResult Assess(System.Drawing.Bitmap reference, System.Drawing.Bitmap distorted, UseComponent component)
{
var result = new AssessResult();
InitBitmaps(reference, distorted);
// MSE
double sum = 0.0;
for (int i = 0; i < LumaReference.GetLength(0); i++)
{
for (int j = 0; j < LumaReference.GetLength(1); j++)
{
sum += (LumaReference[i, j] - LumaDistorted[i, j]) * (LumaReference[i, j] - LumaDistorted[i, j]);
}
}
result.Luma = sum / LumaReference.Length;
sum = 0.0;
for (int i = 0; i < CbReference.GetLength(0); i++)
{
for (int j = 0; j < CbReference.GetLength(1); j++)
{
sum += (CbReference[i, j] - CbDistorted[i, j]) * (CbReference[i, j] - CbDistorted[i, j]);
}
}
result.Cb = sum / CbReference.Length;
sum = 0.0;
for (int i = 0; i < CrReference.GetLength(0); i++)
{
for (int j = 0; j < CrReference.GetLength(1); j++)
{
sum += (CrReference[i, j] - CrDistorted[i, j]) * (CrReference[i, j] - CrDistorted[i, j]);
}
}
result.Cr = sum / CrReference.Length;
return(result);
}
/// <summary> /// Assess the quality of a distorted bitmap with the reference bitmap /// </summary> /// <param name="reference">Reference bitmap</param> /// <param name="distorted">Distorted bitmap</param> /// <param name="component">Specify which components will be assessed, multiple components can be set by using bitwise-or</param> /// <exception cref="ArgumentNullException">Thrown when at least one param is null.</exception> /// <exception cref="ArgumentException">Thrown when the bitmaps don't fit the assess precondition of the specified index.</exception> /// <returns>A new AssessResult object indicates the assess results in every specified component.</returns> public abstract AssessResult Assess(Bitmap reference, Bitmap distorted, UseComponent component);
/// <summary> /// Assess the quality of a distorted bitmap with the reference bitmap /// </summary> /// <param name="reference">Reference bitmap</param> /// <param name="distorted">Distorted bitmap</param> /// <param name="component">Specify which components will be assessed, multiple components can be set by using bitwise-or</param> /// <exception cref="ArgumentNullException">Thrown when at least one param is null.</exception> /// <exception cref="ArgumentException">Thrown when the bitmaps don't fit the assess precondition of the specified index.</exception> /// <returns>A new AssessResult object indicates the assess results in every specified component.</returns> public abstract AssessResult Assess(Bitmap reference, Bitmap distorted, UseComponent component);