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();
var onlinePipeline = FusionPipelines.GetOnlinePipeline();
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 =>
{
offlinePipeline.Transform(offSig);
var onSig = onSigner.Signatures.Find(sig => sig.ID == offSig.ID);
var onToOnPipeline = FusionPipelines.GetHackedOnToOnPipeline(offSig.GetFeature(FusionFeatures.Bounds));
onToOnPipeline.Transform(onSig);
onlinePipeline.Transform(onSig);
}
);
Parallel.ForEach(offSigner.Signatures, offSig =>
{
fusionPipeline.Transform(offSig);
onlinePipeline.Transform(offSig);
}
);
var distViewer = FusionPipelines.GetDistanceMatrixViewer(onSigner.Signatures, offSigner.Signatures);
TxtHelper.Save(TxtHelper.ArrayToLines(distViewer.Calculate()), "distancematrix" + offSigner.ID);
}
}
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();
}
}
public static BenchmarkResults BenchMarkingWithAllSigners(bool isoptimal, DataSetLoader offlineLoader, DataSetLoader onlineLoader)
{
var offlineSigners = offlineLoader.EnumerateSigners().ToList();
var onlineSigners = onlineLoader.EnumerateSigners().ToList();
var benchmark = FusionPipelines.GetBenchmark(offlineSigners, isoptimal);
var offlinePipeline = FusionPipelines.GetOfflinePipeline();
var onlinePipeline = FusionPipelines.GetOnlinePipeline();
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 =>
{
offlinePipeline.Transform(offSig);
var onSig = onSigner.Signatures.Find(sig => sig.ID == offSig.ID);
var onToOnPipeline = FusionPipelines.GetHackedOnToOnPipeline(offSig.GetFeature(FusionFeatures.Bounds));
onToOnPipeline.Transform(onSig);
onlinePipeline.Transform(onSig);
}
);
Parallel.ForEach(offSigner.Signatures, offSig =>
{
fusionPipeline.Transform(offSig);
onlinePipeline.Transform(offSig);
}
);
var listWithOnlySigner = new List <Signer>()
{
offSigner
};
var onlySigBenchmark = FusionPipelines.GetBenchmark(listWithOnlySigner, true);
var onlyRes = onlySigBenchmark.Execute();
TxtHelper.Save(TxtHelper.BenchmarkResToLines(onlyRes), "offoff" + offSigner.ID);
}
return(benchmark.Execute());
}
public static FusionBenchmarkResults BenchMarkingWithAllSigners(bool isoptimal, DataSetLoader offlineLoader, DataSetLoader onlineLoader)
{
var offlineSigners = offlineLoader.EnumerateSigners().ToList();
var onlineSigners = onlineLoader.EnumerateSigners().ToList();
var offlinePipeline = FusionPipelines.GetOfflinePipeline();
var onlinePipeline = FusionPipelines.GetOnlinePipeline();
var fusionPipeline = FusionPipelines.GetFusionPipeline(onlineSigners, false, 0);
var offOnSigners = new List <Signer>();
var onOffSigners = new List <Signer>();
Parallel.ForEach(offlineSigners, offSigner =>
{
try
{
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 =>
{
offlinePipeline.Transform(offSig);
var onSig = onSigner.Signatures.Find(sig => sig.ID == offSig.ID);
onSig.SetFeature <Image <Rgba32> >(FusionFeatures.Image, offSig.GetFeature(FusionFeatures.Image));
var onToOnPipeline = FusionPipelines.GetHackedOnToOnPipeline(offSig.GetFeature(FusionFeatures.Bounds));
onToOnPipeline.Transform(onSig);
onlinePipeline.Transform(onSig);
}
);
Parallel.ForEach(offSigner.Signatures, offSig =>
{
fusionPipeline.Transform(offSig);
onlinePipeline.Transform(offSig);
}
);
var offonSigner = FusionPipelines.GetMixedSigner(offSigner, onSigner);
var onoffSigner = FusionPipelines.GetMixedSigner(onSigner, offSigner);
offOnSigners.Add(offonSigner);
onOffSigners.Add(onoffSigner);
Console.WriteLine(offSigner.ID + " finished at " + DateTime.Now.ToString("h:mm:ss tt"));
}
catch (Exception e)
{
Console.WriteLine(e.ToString());
}
}
);
var offoffBenchmark = FusionPipelines.GetBenchmark(offlineSigners, isoptimal);
var offonBenchmark = FusionPipelines.GetBenchmark(offOnSigners, isoptimal);
var onoffBenchamrk = FusionPipelines.GetBenchmark(onOffSigners, isoptimal);
var ononBenchmark = FusionPipelines.GetBenchmark(onlineSigners, isoptimal);
return(new FusionBenchmarkResults
{
OffOffResults = offoffBenchmark.Execute(),
OffOnResults = offonBenchmark.Execute(),
OnOffResults = onoffBenchamrk.Execute(),
OnOnResults = ononBenchmark.Execute()
});
}