public void LoadData(IMouseDataExtendedResult data)
{
StartFrame = 0;
KeyValuePair <int, ISingleFrameExtendedResults> kvp = data.Results.FirstOrDefault(x => x.Value.HeadPoints == null);
if (kvp.Equals(default(KeyValuePair <int, ISingleFrameExtendedResults>)))
{
EndFrame = data.Results.Count;
}
else
{
EndFrame = kvp.Key;
}
RepeatSmooths = 1;
Data = data;
MaxVelocity = data.MaxSpeed;
MaxCentroidVelocity = data.MaxCentroidSpeed;
MaxAngularVelocity = data.MaxAngularVelocty;
AverageVelocity = data.AverageVelocity;
AverageCentroidVelocity = data.AverageCentroidVelocity;
AverageAngularVelocity = data.AverageAngularVelocity;
DistanceTravelled = data.DistanceTravelled;
CentroidDistanceTravelled = data.CentroidDistanceTravelled;
OriginalFrameRate = data.FrameRate;
UnitsToMm = data.UnitsToMilimeters;
StatGenerator stat = new StatGenerator();
stat.StartFrame = StartFrame;
stat.EndFrame = EndFrame;
stat.SmoothingFunction = SelectedSmoothingFunction;
stat.UseDft = UseDft;
stat.SmoothRepeats = RepeatSmooths;
stat.Generate(data.Results, OriginalFrameRate);
IWhiskerAverageAngles angles = new WhiskerAverageAngles();
angles.StartFrame = 0;
angles.EndFrame = data.Results.Count - 1;
var allAngles = angles.GetWhiskerAngles(data.Results);
LoadData(allAngles[0], allAngles[1]);
LeftWhiskerAmplitude = stat.LeftWhiskerAmplitude;
RightWhiskerAmplitude = stat.RightWhiskerAmplitude;
LeftWhiskerAvgAngularVelocity = stat.LeftAverageAngularVelocity;
RightWhiskerAvgAngularVelocity = stat.RightAverageAngularVelocity;
LeftWhiskerAvgProtractionVelocity = stat.LeftAverageProtractionVelocity;
RightWhiskerAvgProtractionVelocity = stat.RightAverageProtractionVelocity;
LeftWhiskerAvgRetractionVelocity = stat.LeftAverageRetractionVelocity;
RightWhiskerAvgRetractionVelocity = stat.RightAverageRetractionVelocity;
LeftWhiskerFrequency = stat.LeftWhiskerFrequency;
RightWhiskerFrequency = stat.RightWhiskerFrequnecy;
LeftWhiskerMeanOffset = stat.LeftMeanOffset;
RightWhiskerMeanOffset = stat.RightMeanOffset;
UpdateSmoothing();
}
public double[][] Generate(Dictionary <int, ISingleFrameExtendedResults> results, double frameRate, bool onlyForInteracting = false)
{
//Get signal
IWhiskerAverageAngles angles = new WhiskerAverageAngles();
angles.StartFrame = StartFrame;
angles.EndFrame = EndFrame;
var allAngles = angles.GetWhiskerAngles(results, onlyForInteracting);
if (allAngles == null || !allAngles.Any() || (allAngles[0].Count == 0 && allAngles[1].Count == 0))
{
return(null);
}
LeftSignal = allAngles[0].Select(x => x.Value).ToArray();
RightSignal = allAngles[1].Select(x => x.Value).ToArray();
double[] leftSignal = LeftSignal;
double[] rightSignal = RightSignal;
if (SmoothingFunction != null)
{
for (int i = 0; i < SmoothRepeats; i++)
{
leftSignal = SmoothingFunction.Smooth(leftSignal);
rightSignal = SmoothingFunction.Smooth(rightSignal);
}
}
LeftSignal = leftSignal;
RightSignal = rightSignal;
IFrequency frequency = new Frequency();
frequency.UseDft = false;
frequency.Signal = LeftSignal;
frequency.FrameRate = frameRate;
frequency.UseDft = UseDft;
double[] leftZeroed, rightZeroed;
double lefFequency = frequency.GetFrequency(out leftZeroed);
frequency.Signal = RightSignal;
double rightFrequency = frequency.GetFrequency(out rightZeroed);
Console.WriteLine($"Left Freq: {lefFequency}, Right freq: {rightFrequency}");
LeftWhiskerFrequency = lefFequency;
RightWhiskerFrequnecy = rightFrequency;
//Get amplitude
Amplitude amp = new Amplitude();
LeftWhiskerAmplitude = amp.GetMaxAmpitude(LeftSignal);
RightWhiskerAmplitude = amp.GetMaxAmpitude(RightSignal);
//Get mean offset
MeanOffset offSet = new MeanOffset();
LeftMeanOffset = offSet.GetMeanOffset(LeftSignal);
RightMeanOffset = offSet.GetMeanOffset(RightSignal);
SingleWhiskerProtractionRetraction proRetLeft = new SingleWhiskerProtractionRetraction();
SingleWhiskerProtractionRetraction proRetRight = new SingleWhiskerProtractionRetraction();
proRetLeft.FrameRate = 500;
proRetRight.FrameRate = 500;
proRetLeft.AngleSignal = LeftSignal;
proRetRight.AngleSignal = RightSignal;
LeftAverageAngularVelocity = proRetLeft.MeanAngularVelocity;
LeftAverageProtractionVelocity = proRetLeft.MeanProtractionVelocity;
LeftAverageRetractionVelocity = proRetLeft.MeanRetractionVelocity;
RightAverageAngularVelocity = proRetRight.MeanAngularVelocity;
RightAverageProtractionVelocity = proRetRight.MeanProtractionVelocity;
RightAverageRetractionVelocity = proRetRight.MeanRetractionVelocity;
return(new double[][] { leftZeroed, rightZeroed });
}