private void generateSmallestEnclosingCircles()
{
var equiDistantStrokePoints = interpolatedStrokes.Select(s => LinearInterpolation.getEquidistantPoints(s, nAreas)).ToArray();
Areas = Enumerable.Range(0, nAreas).Select(
a => new SmallestEnclosingCircle(equiDistantStrokePoints.Select(points => points[a]))
).ToArray();
}
//public override bool strokeFitsMap(Stroke s)
//{
// var areaPoints = LinearInterpolation.getPointsByDistance(new LinearInterpolation(s.Points), AreaPointDistance);
// return !areaPoints.Zip(areas,
// (p, a) => a.PointInToleranceArea(p.X, p.Y)
// ).Any(b => !b);
//}
public override Observation[] getSymbolTrace(BaseTrajectory s)
{
var strokeInterpolation = (translationInvariant) ?
new LinearInterpolation(s.getInvariantPoints()) :
new LinearInterpolation(s.TrajectoryPoints);
var areaPoints = LinearInterpolation.getPointsByDistance(strokeInterpolation, AreaPointDistance);
//ToDo: tolerate longer inputs than trained?
//if (areaPoints.Length > Areas.Length) return null;
//ToDo: tolerate shorter inputs?
if (areaPoints.Length < Areas.Length)
{
return(null);
}
var observations = new Observation[Areas.Length + 2]; //+ GS and GE
int iObs = 1;
string baseSym = "S" + ID + "_A";
string symbol;
long time;
for (int iArea = 0; iArea < Areas.Length; iArea++)
{
var area = Areas[iArea];
if (iArea >= areaPoints.Length)
{
break;
}
var point = areaPoints[iArea];
if (area.PointInArea(point.X, point.Y))
{
symbol = baseSym + (iArea + 1) + "_Hit";
time = point.Time;
}
else if (area.PointInToleranceArea(point.X, point.Y))
{
symbol = baseSym + (iArea + 1) + "_Tolerance";
time = point.Time;
}
else
{
return(null);
}
observations[iObs++] = new Observation(symbol, time);
}
//GestureStart symbol
observations[0] = new Observation("GestureStart", s.TrajectoryPoints[0].Time);
//GestureEnd symbol
observations[observations.Length - 1] = new Observation("GestureEnd", s.TrajectoryPoints[s.TrajectoryPoints.Length - 1].Time);
return(observations);
}
public override Observation[] getSymbolTrace(BaseTrajectory s)
{
int current_stroke = s.TrajectoryPoints.First().StrokeNum;
var accumulate = new List <TrajectoryPoint>();
var gesture_AreaPoints = new List <TrajectoryPoint[]>();
foreach (var point in s.TrajectoryPoints)
{
if (point.StrokeNum == current_stroke)
{
accumulate.Add(point);
}
else
{
var trajectory = new LinearInterpolation(accumulate.ToArray());
gesture_AreaPoints.Add(LinearInterpolation.getEquidistantPoints(trajectory, nAreas));
accumulate.Clear();
current_stroke = point.StrokeNum;
}
}
gesture_AreaPoints.Add(LinearInterpolation.getEquidistantPoints(new LinearInterpolation(accumulate.ToArray()), nAreas));
var symbolTrace = new Observation[Areas.Length + gesture_AreaPoints.Count];
int counter = 0;
int stroke_counter = 0;
foreach (var fStroke in gesture_AreaPoints)
{
var Areas_fraction = Areas.Skip(stroke_counter * fStroke.Length).Take(nAreas);
var query = fStroke.Zip(Areas_fraction, (p, a) =>
{
var sym = a.CreateSymbol(p);
if (sym == null)
{
return(null);
}
string symbol = "S" + ID + "_" + sym;
return(new Observation(symbol, p.Time));
});
//GestureStart symbol
var startO = new Observation("GestureStart", s.TrajectoryPoints[0].Time);
foreach (var single_observation in SingleItemAsEnumerable(startO).Concat(query.TakeWhile(o => o != null)).ToArray())
{
symbolTrace[counter] = single_observation;
counter++;
}
stroke_counter++;
}
//wurden alle Areas erwischt?
if (symbolTrace.Length < Areas.Length)
{
return(null);
}
return(symbolTrace);
}
private void generateSmallestEnclosingCircles()
{
var areaPointsPerStroke = interpolatedStrokes.Select(s => LinearInterpolation.getPointsByDistance(s, AreaPointDistance)).ToArray();
//var maxNArea = areaPointsPerStroke.Max(areaPoints => areaPoints.Length);
//Areas = Enumerable.Range(0, maxNArea).Select(
// a => new SmallestEnclosingCircle(areaPointsPerStroke.Where(points => points.Length > a).Select(points => points[a])) //Where was added here due to different area counts
// ).ToArray();
var minNArea = areaPointsPerStroke.Min(areaPoints => areaPoints.Length);
Areas = Enumerable.Range(0, minNArea).Select(
a => new SmallestEnclosingCircle(areaPointsPerStroke.Select(points => points[a]))
).ToArray();
}
public override Observation[] getSymbolTrace(BaseTrajectory s)
{
var strokeInterpolation = (translationInvariant) ?
new LinearInterpolation(s.getInvariantPoints()) :
new LinearInterpolation(s.TrajectoryPoints);
var areaPoints = LinearInterpolation.getEquidistantPoints(strokeInterpolation, Areas.Length);
int counter = 1;
var query = areaPoints.Zip(Areas, (p, a) =>
{
string sym = "S" + ID + "_A";
long time;
if (a.PointInArea(p.X, p.Y))
{
sym += counter++ + "_Hit";
time = p.Time;
}
else if (a.PointInToleranceArea(p.X, p.Y))
{
sym += counter++ + "_Tolerance";
time = p.Time;
}
else
{
return(null);
}
return(new Observation(sym, time));
});
//GestureStart symbol
var startO = new Observation("GestureStart", s.TrajectoryPoints[0].Time);
var symbolTrace = SingleItemAsEnumerable(startO).Concat(query.TakeWhile(o => o != null)).ToArray();
//wurden alle Areas erwischt?
if (symbolTrace.Length < Areas.Length)
{
return(null);
}
return(symbolTrace);
}
public FixedAreaNumberStrokeMap(BaseTrajectory[] srcStrokes)
: base(srcStrokes)
{
int current_stroke = 0;
int total_strokes = srcStrokes.First().TrajectoryPoints.Last().StrokeNum;
var accumulate = new List <TrajectoryPoint>();
var gesture = new List <TrajectoryPoint[][]>();
var gesture_equidistant = new List <TrajectoryPoint[]>();
foreach (var execution in srcStrokes)
{
foreach (var point in execution.TrajectoryPoints)
{
if (point.StrokeNum == current_stroke)
{
accumulate.Add(point);
}
else
{
var trajectory = new LinearInterpolation(accumulate.ToArray());
gesture_equidistant.Add(LinearInterpolation.getEquidistantPoints(trajectory, nAreas));
accumulate.Clear();
current_stroke++;
if (current_stroke > total_strokes)
{
gesture.Add(gesture_equidistant.ToArray());
gesture_equidistant.Clear();
current_stroke = 0;
}
}
}
}
gesture_equidistant.Add(LinearInterpolation.getEquidistantPoints(new LinearInterpolation(accumulate.ToArray()), nAreas));
gesture.Add(gesture_equidistant.ToArray());
int total_areas = nAreas * (total_strokes + 1);
Areas = new Area[total_areas];
Strokes = total_strokes + 1;
List <TrajectoryPoint>[] arrayList = new List <TrajectoryPoint> [total_areas];
for (int i = 0; i < total_areas; i++)
{
arrayList[i] = new List <TrajectoryPoint>();
}
foreach (var gesture_stroke in gesture)
{
int counter = 0;
for (int b = 0; b <= total_strokes; b++)
{
for (int a = 0; a < nAreas; a++)
{
arrayList[counter].Add(gesture_stroke[b][a]);
counter++;
}
}
}
for (int a = 0; a < total_areas; a++)
{
Areas[a] = createArea(a, arrayList[a]);
}
}