public static void Calculate(string[] ids, DataSetLoader offlineLoader, DataSetLoader onlineLoader)
{
var offlineSigners = offlineLoader.EnumerateSigners(signer => ids.Contains(signer.ID)).ToList();
var onlineSigners = onlineLoader.EnumerateSigners(signer => ids.Contains(signer.ID)).ToList();
var offlinePipeline = FusionPipelines.GetOfflinePipeline();
foreach (var offSigner in offlineSigners)
{
Console.WriteLine(offSigner.ID + " started at " + DateTime.Now.ToString("h:mm:ss tt"));
var onSigner = onlineSigners.Find(signer => signer.ID == offSigner.ID);
Parallel.ForEach(offSigner.Signatures, offSig =>
{
Console.WriteLine("Preprocess - " + offSig.Signer.ID + "_" + offSig.ID + "started at " + DateTime.Now.ToString("h:mm:ss tt"));
offlinePipeline.Transform(offSig);
var onSig = onSigner.Signatures.Find(sig => sig.ID == offSig.ID);
var onToOnPipeline = FusionPipelines.GetHackedOnToOnPipeline(offSig.GetFeature(FusionFeatures.Bounds));
onToOnPipeline.Transform(onSig);
}
);
int numOfRef = 10;
int numOfGen = 20;
var references = onSigner.Signatures.FindAll(sig => sig.Origin == Origin.Genuine).Take(numOfRef).ToList();
var genuines = offSigner.Signatures.FindAll(sig => sig.Origin == Origin.Genuine).Take(numOfGen).ToList();
double[,] results = new double[references.Count, genuines.Count];
for (int i = 0; i < references.Count; i++)
{
var fusionPipeline = FusionPipelines.GetFusionPipeline(onlineSigners, false, i);
Parallel.For(0, genuines.Count, j =>
{
Console.WriteLine("ref: {0}, sig: {1}", i, j);
fusionPipeline.Transform(genuines[j]);
}
);
var pairingDists = new StrokePairingDistances
{
InputOfflineTrajectory = FusionFeatures.Trajectory,
InputOnlineTrajectory = FusionFeatures.Trajectory,
OnlineSignatures = onSigner.Signatures,
OfflineSignatures = genuines
};
var newDists = pairingDists.Calculate();
if (newDists.Count != results.GetLength(1))
{
throw new Exception();
}
for (int j = 0; j < newDists.Count; j++)
{
results[i, j] = newDists[j].Item3;
Console.WriteLine(results[i, j]);
}
}
TxtHelper.Save(TxtHelper.ArrayToLines(results), "pairingmatrix" + offSigner.ID);
}
}
public static void CalculateForID(string[] ids, DataSetLoader offlineLoader, DataSetLoader onlineLoader)
{
var offlineSigners = offlineLoader.EnumerateSigners(signer => ids.Contains(signer.ID)).ToList();
var onlineSigners = onlineLoader.EnumerateSigners(signer => ids.Contains(signer.ID)).ToList();
var offlinePipeline = FusionPipelines.GetOfflinePipeline();
var fusionPipeline = FusionPipelines.GetFusionPipeline(onlineSigners, false, 0);
foreach (var offSigner in offlineSigners)
{
Console.WriteLine(offSigner.ID + " started at " + DateTime.Now.ToString("h:mm:ss tt"));
var onSigner = onlineSigners.Find(signer => signer.ID == offSigner.ID);
Parallel.ForEach(offSigner.Signatures, offSig =>
{
Console.WriteLine("Preprocess - " + offSig.Signer.ID + "_" + offSig.ID + "started at " + DateTime.Now.ToString("h:mm:ss tt"));
offlinePipeline.Transform(offSig);
var onSig = onSigner.Signatures.Find(sig => sig.ID == offSig.ID);
var onToOffPipeline = FusionPipelines.GetOnlineToOfflinePipeline(offSig.GetFeature(FusionFeatures.Bounds));
onToOffPipeline.Transform(onSig);
}
);
Parallel.ForEach(offSigner.Signatures, offSig =>
{
Console.WriteLine("Process - " + offSig.Signer.ID + "_" + offSig.ID + "started at " + DateTime.Now.ToString("h:mm:ss tt"));
fusionPipeline.Transform(offSig);
}
);
}
foreach (var offSigner in offlineSigners)
{
var onSigner = onlineSigners.Find(signer => signer.ID == offSigner.ID);
var pairingDists = new StrokePairingDistances
{
InputOfflineTrajectory = FusionFeatures.Trajectory,
InputOnlineTrajectory = FusionFeatures.BaseTrajectory,
OfflineSignatures = offSigner.Signatures,
OnlineSignatures = onSigner.Signatures
};
pairingDists.Calculate();
}
}