public LowerThanBodyRestriction(JointType jointType, int angleThreshold)
: base(
body =>
{
double maxY = TrigonometryHelper.GetSine(angleThreshold);
return(Z3.Context.MkLt(body.Joints[jointType].Y, Z3Math.Real(maxY)));
},
jointType)
{
this.JointType = jointType;
}
// Therapy restrictions
public static IBodyRestriction StraightPostureRestriction(int angleThreshold = 15)
{
Z3Point3D up = new Z3Point3D(0, 1, 0);
double distanceThreshold = TrigonometryHelper.GetSine(angleThreshold);
var result = new SimpleBodyRestriction(body =>
{
BoolExpr expr = body.Joints[JointType.SpineMid].IsNearerThan(up, distanceThreshold);
expr = Z3.Context.MkAnd(expr, body.Joints[JointType.SpineShoulder].IsNearerThan(up, distanceThreshold));
expr = Z3.Context.MkAnd(expr, body.Joints[JointType.Neck].IsNearerThan(up, distanceThreshold));
expr = Z3.Context.MkAnd(expr, body.Joints[JointType.Head].IsNearerThan(up, distanceThreshold));
return(expr);
});
return(result);
}
private void CalcPercentages(
Z3Body body,
int precision,
out double transformsPercentage,
out double restrictionsPercentage,
out string mainRestriction)
{
transformsPercentage = 1.0;
if (this.Target.TransformedJoints.Count > 0)
{
transformsPercentage = Math.Min(1.0,
TrigonometryHelper.GetDistance(precision) /
CalcMaxDistance(this.LastDistanceVectors, this.Target.TransformedJoints));
}
restrictionsPercentage =
this.Gesture.Steps[CurrentStep].Pose.CalcMinPercentage(body, out mainRestriction);
}
public static IBodyRestriction ShouldersRelaxedRestriction(int angleThreshold = -5)
{
double maxY = TrigonometryHelper.GetSine(angleThreshold);
var result = new SimpleBodyRestriction
(body =>
{
// Check if both shoulders have a lower Y than maxY
BoolExpr expr1 = Z3.Context.MkLt(body.Joints[JointType.ShoulderLeft].Y, Z3Math.Real(maxY));
BoolExpr expr2 = Z3.Context.MkLt(body.Joints[JointType.ShoulderRight].Y, Z3Math.Real(maxY));
BoolExpr expr = Z3.Context.MkAnd(expr1, expr2);
return(expr);
});
return(result);
}
public RotateJointTransform(int degrees, BodyPlaneType plane, RotationDirection rotationDirection = RotationDirection.Clockwise)
: base(
joint =>
{
double cosInput = TrigonometryHelper.GetCosine(degrees);
double sinInput = TrigonometryHelper.GetSine(degrees);
if (rotationDirection == RotationDirection.CounterClockwise)
{
sinInput = -sinInput;
}
var cos = Z3Math.Real(cosInput);
var sin = Z3Math.Real(sinInput);
var sinNeg = Z3Math.Real(-sinInput);
Z3Point3D result = new Z3Point3D(joint.X, joint.Y, joint.Z);
switch (plane)
{
case BodyPlaneType.Frontal:
result.Y = Z3Math.Add(Z3Math.Mul(cos, joint.Y), Z3Math.Mul(sin, joint.Z));
result.Z = Z3Math.Add(Z3Math.Mul(sinNeg, joint.Y), Z3Math.Mul(cos, joint.Z));
break;
case BodyPlaneType.Sagittal:
result.X = Z3Math.Add(Z3Math.Mul(cos, joint.X), Z3Math.Mul(sin, joint.Y));
result.Y = Z3Math.Add(Z3Math.Mul(sinNeg, joint.X), Z3Math.Mul(cos, joint.Y));
break;
case BodyPlaneType.Horizontal:
result.X = Z3Math.Add(Z3Math.Mul(cos, joint.X), Z3Math.Mul(sin, joint.Z));
result.Z = Z3Math.Add(Z3Math.Mul(sinNeg, joint.X), Z3Math.Mul(cos, joint.Z));
break;
default:
break;
}
return(result);
})
{ }
//public ArithExpr CalcApproximateDistanceBetweenNormalized(Z3Point3D that)
//{
// Z3Point3D thisNormalized = this.GetApproximateNormalized();
// Z3Point3D thatNormalized = that.GetApproximateNormalized();
// ArithExpr result = thisNormalized.CalcApproximateDistance(thatNormalized);
// return result;
//}
// Assumes vectors are normalized
public BoolExpr IsDegreesBetweenLessThan(Z3Point3D that, int degreesThreshold)
{
double distanceThreshold = TrigonometryHelper.GetDistance(degreesThreshold);
ArithExpr distance = this.CalcApproximateDistance(that);
BoolExpr result = Z3.Context.MkLt(distance, Z3Math.Real(distanceThreshold));
//// TODO remove this, test code
//SolverCheckResult checkResult = Z3AnalysisInterface.CheckStatus(result);
//if (checkResult.Status == Status.SATISFIABLE)
//{
// var joint = new Z3Point3D(
// checkResult.Model.Evaluate(this.X, true) as ArithExpr,
// checkResult.Model.Evaluate(this.Y, true) as ArithExpr,
// checkResult.Model.Evaluate(this.Z, true) as ArithExpr);
// var distanceSolvedExpr = checkResult.Model.Evaluate(distance, true) as ArithExpr;
// var distanceValue = Z3Math.GetRealValue(distanceSolvedExpr);
//}
//// end of test code
return(result);
}
// the rotation towards a direction is limited to the directive vector of that direction
public RotateJointTransform(int degrees, Direction direction)
: base(
joint =>
{
// define current degrees
var currentDegrees = 0.0;
switch (direction)
{
case Direction.Right:
case Direction.Left:
currentDegrees = Math.Asin(joint.GetXValue()) * 180.0 / Math.PI;
break;
case Direction.Up:
case Direction.Down:
currentDegrees = Math.Asin(joint.GetYValue()) * 180.0 / Math.PI;
break;
case Direction.Front:
case Direction.Back:
currentDegrees = Math.Asin(joint.GetZValue()) * 180.0 / Math.PI;
break;
}
// check if current degrees + input degrees is an overflow
// which means the rotation is going towards the opposite direction
if (currentDegrees + degrees > 90 ||
currentDegrees - degrees < -90)
{
// if so, set degrees as the complement to the limit value
degrees = (int)(90.0 - currentDegrees);
}
double cosInput = TrigonometryHelper.GetCosine(degrees);
double sinInput = TrigonometryHelper.GetSine(degrees);
var cos = Z3Math.Real(cosInput);
var sin = Z3Math.Real(sinInput);
var sinNeg = Z3Math.Real(-sinInput);
Z3Point3D result = new Z3Point3D(joint.X, joint.Y, joint.Z);
// The performed rotation depends on current values of X, Y and Z
// The rotation plane and direction changes depending on the relation between the coordinates
switch (direction)
{
case Direction.Back:
result.X =
// if Abs(X) >= Abs(Y)
// if X > 0
// rotate counter clockwise
// else rotate clockwise
// else return X
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(result.X), Z3Math.Abs(result.Y)),
Z3.Context.MkITE(Z3.Context.MkGe(result.X, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.X), Z3Math.Mul(sin, joint.Z)),
Z3Math.Add(Z3Math.Mul(cos, joint.X), Z3Math.Mul(sinNeg, joint.Z))),
joint.X) as ArithExpr;
result.Y =
// if Abs(X) >= Abs(Y)
// then return Y
// else rotate Y
// if Y > 0
// rotate counter clockwise
// else rotate clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.X), Z3Math.Abs(joint.Y)),
joint.Y,
Z3.Context.MkITE(Z3.Context.MkGe(joint.Y, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.Y), Z3Math.Mul(sin, joint.Z)),
Z3Math.Add(Z3Math.Mul(cos, joint.Y), Z3Math.Mul(sinNeg, joint.Z)))) as ArithExpr;
result.Z =
// if Abs(X) >= Abs(Y)
// if X > 0
// rotate counter clockwise
// else rotate clockwise
// else if Y > 0
// rotate counter clockwise
// else rotate clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.X), Z3Math.Abs(joint.Y)),
Z3.Context.MkITE(Z3.Context.MkGe(joint.X, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.X), Z3Math.Mul(cos, joint.Z)),
Z3Math.Add(Z3Math.Mul(sin, joint.X), Z3Math.Mul(cos, joint.Z))),
Z3.Context.MkITE(Z3.Context.MkGe(joint.Y, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.Y), Z3Math.Mul(cos, joint.Z)),
Z3Math.Add(Z3Math.Mul(sin, joint.Y), Z3Math.Mul(cos, joint.Z)))) as ArithExpr;
break;
case Direction.Front:
result.X =
// if Abs(X) >= Abs(Y)
// if X > 0
// rotate clockwise
// else rotate counter clockwise
// else return X
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(result.X), Z3Math.Abs(result.Y)),
Z3.Context.MkITE(Z3.Context.MkGe(result.X, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.X), Z3Math.Mul(sinNeg, joint.Z)),
Z3Math.Add(Z3Math.Mul(cos, joint.X), Z3Math.Mul(sin, joint.Z))),
joint.X) as ArithExpr;
result.Y =
// if Abs(X) >= Abs(Y)
// then return Y
// else rotate Y
// if Y > 0
// rotate clockwise
// else rotate counter clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.X), Z3Math.Abs(joint.Y)),
joint.Y,
Z3.Context.MkITE(Z3.Context.MkGe(joint.Y, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.Y), Z3Math.Mul(sinNeg, joint.Z)),
Z3Math.Add(Z3Math.Mul(cos, joint.Y), Z3Math.Mul(sin, joint.Z)))) as ArithExpr;
result.Z =
// if Abs(X) >= Abs(Y)
// if X > 0
// rotate clockwise
// else rotate counter clockwise
// else if Y > 0
// rotate clockwise
// else rotate counter clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.X), Z3Math.Abs(joint.Y)),
Z3.Context.MkITE(Z3.Context.MkGe(joint.X, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sin, joint.X), Z3Math.Mul(cos, joint.Z)),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.X), Z3Math.Mul(cos, joint.Z))),
Z3.Context.MkITE(Z3.Context.MkGe(joint.Y, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sin, joint.Y), Z3Math.Mul(cos, joint.Z)),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.Y), Z3Math.Mul(cos, joint.Z)))) as ArithExpr;
break;
case Direction.Down:
result.X =
// if Abs(X) >= Abs(Z)
// if X > 0
// rotate counter clockwise
// else rotate clockwise
// else return X
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(result.X), Z3Math.Abs(result.Z)),
Z3.Context.MkITE(Z3.Context.MkGe(result.X, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.X), Z3Math.Mul(sin, joint.Y)),
Z3Math.Add(Z3Math.Mul(cos, joint.X), Z3Math.Mul(sinNeg, joint.Y))),
joint.X) as ArithExpr;
result.Y =
// if Abs(X) >= Abs(Z)
// if X > 0
// rotate counter clockwise
// else rotate clockwise
// else if Z > 0
// rotate counter clockwise
// else rotate clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.X), Z3Math.Abs(joint.Z)),
Z3.Context.MkITE(Z3.Context.MkGe(joint.X, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.X), Z3Math.Mul(cos, joint.Y)),
Z3Math.Add(Z3Math.Mul(sin, joint.X), Z3Math.Mul(cos, joint.Y))),
Z3.Context.MkITE(Z3.Context.MkGe(joint.Z, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.Z), Z3Math.Mul(cos, joint.Y)),
Z3Math.Add(Z3Math.Mul(sin, joint.Z), Z3Math.Mul(cos, joint.Y)))) as ArithExpr;
result.Z =
// if Abs(X) >= Abs(Z)
// then return Z
// else rotate Z
// if Z > 0
// rotate counter clockwise
// else rotate clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.X), Z3Math.Abs(joint.Z)),
joint.Z,
Z3.Context.MkITE(Z3.Context.MkGe(joint.Z, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.Z), Z3Math.Mul(sin, joint.Y)),
Z3Math.Add(Z3Math.Mul(cos, joint.Z), Z3Math.Mul(sinNeg, joint.Y)))) as ArithExpr;
break;
case Direction.Up:
result.X =
// if Abs(X) >= Abs(Z)
// if X > 0
// rotate clockwise
// else rotate counter clockwise
// else return X
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(result.X), Z3Math.Abs(result.Z)),
Z3.Context.MkITE(Z3.Context.MkGe(result.X, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.X), Z3Math.Mul(sinNeg, joint.Y)),
Z3Math.Add(Z3Math.Mul(cos, joint.X), Z3Math.Mul(sin, joint.Y))),
joint.X) as ArithExpr;
result.Y =
// if Abs(X) >= Abs(Z)
// if X > 0
// rotate clockwise
// else rotate counter clockwise
// else if Z > 0
// rotate clockwise
// else rotate counter clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.X), Z3Math.Abs(joint.Z)),
Z3.Context.MkITE(Z3.Context.MkGe(joint.X, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sin, joint.X), Z3Math.Mul(cos, joint.Y)),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.X), Z3Math.Mul(cos, joint.Y))),
Z3.Context.MkITE(Z3.Context.MkGe(joint.Z, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sin, joint.Z), Z3Math.Mul(cos, joint.Y)),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.Z), Z3Math.Mul(cos, joint.Y)))) as ArithExpr;
result.Z =
// if Abs(X) >= Abs(Z)
// then return Z
// else rotate Z
// if Z > 0
// rotate clockwise
// else rotate counter clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.X), Z3Math.Abs(joint.Z)),
joint.Z,
Z3.Context.MkITE(Z3.Context.MkGe(joint.Z, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.Z), Z3Math.Mul(sinNeg, joint.Y)),
Z3Math.Add(Z3Math.Mul(cos, joint.Z), Z3Math.Mul(sin, joint.Y)))) as ArithExpr;
break;
case Direction.Right:
result.X =
// if Abs(Y) >= Abs(Z)
// if Y > 0
// rotate counter clockwise
// else rotate clockwise
// else if Z > 0
// rotate counter clockwise
// else rotate clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.Y), Z3Math.Abs(joint.Z)),
Z3.Context.MkITE(Z3.Context.MkGe(joint.Y, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sin, joint.Y), Z3Math.Mul(cos, joint.X)),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.Y), Z3Math.Mul(cos, joint.X))),
Z3.Context.MkITE(Z3.Context.MkGe(joint.Z, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sin, joint.Z), Z3Math.Mul(cos, joint.X)),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.Z), Z3Math.Mul(cos, joint.X)))) as ArithExpr;
result.Y =
// if Abs(Y) >= Abs(Z)
// if Y > 0
// rotate counter clockwise
// else rotate clockwise
// else return Y
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(result.Y), Z3Math.Abs(result.Z)),
Z3.Context.MkITE(Z3.Context.MkGe(result.Y, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.Y), Z3Math.Mul(sinNeg, joint.X)),
Z3Math.Add(Z3Math.Mul(cos, joint.Y), Z3Math.Mul(sin, joint.X))),
joint.Y) as ArithExpr;
result.Z =
// if Abs(X) >= Abs(Z)
// then return Z
// else rotate Z
// if Z > 0
// rotate counter clockwise
// else rotate clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.Y), Z3Math.Abs(joint.Z)),
joint.Z,
Z3.Context.MkITE(Z3.Context.MkGe(joint.Z, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.Z), Z3Math.Mul(sinNeg, joint.X)),
Z3Math.Add(Z3Math.Mul(cos, joint.Z), Z3Math.Mul(sin, joint.X)))) as ArithExpr;
break;
case Direction.Left:
result.X =
// if Abs(Y) >= Abs(Z)
// if Y > 0
// rotate counter clockwise
// else rotate clockwise
// else if Z > 0
// rotate counter clockwise
// else rotate clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.Y), Z3Math.Abs(joint.Z)),
Z3.Context.MkITE(Z3.Context.MkGe(joint.Y, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.Y), Z3Math.Mul(cos, joint.X)),
Z3Math.Add(Z3Math.Mul(sin, joint.Y), Z3Math.Mul(cos, joint.X))),
Z3.Context.MkITE(Z3.Context.MkGe(joint.Z, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.Z), Z3Math.Mul(cos, joint.X)),
Z3Math.Add(Z3Math.Mul(sin, joint.Z), Z3Math.Mul(cos, joint.X)))) as ArithExpr;
result.Y =
// if Abs(Y) >= Abs(Z)
// if Y > 0
// rotate counter clockwise
// else rotate clockwise
// else return Y
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(result.Y), Z3Math.Abs(result.Z)),
Z3.Context.MkITE(Z3.Context.MkGe(result.Y, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.Y), Z3Math.Mul(sin, joint.X)),
Z3Math.Add(Z3Math.Mul(cos, joint.Y), Z3Math.Mul(sinNeg, joint.X))),
joint.Y) as ArithExpr;
result.Z =
// if Abs(X) >= Abs(Z)
// then return Z
// else rotate Z
// if Z > 0
// rotate counter clockwise
// else rotate clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.Y), Z3Math.Abs(joint.Z)),
joint.Z,
Z3.Context.MkITE(Z3.Context.MkGe(joint.Z, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.Z), Z3Math.Mul(sin, joint.X)),
Z3Math.Add(Z3Math.Mul(cos, joint.Z), Z3Math.Mul(sinNeg, joint.X)))) as ArithExpr;
break;
default:
break;
}
return(result);
})
{ }
public RotateJointTransform(int angle, Direction direction)
: base(
joint =>
{
double cosInput = TrigonometryHelper.GetCosine(angle);
double sinInput = TrigonometryHelper.GetSine(angle);
var cos = Z3Math.Real(cosInput);
var sin = Z3Math.Real(sinInput);
var sinNeg = Z3Math.Real(-sinInput);
Z3Point3D result = new Z3Point3D(joint.X, joint.Y, joint.Z);
// The performed rotation depends on current values of X, Y and Z
// The rotation plane and direction changes depending on the relation between the coordinates
switch (direction)
{
case Direction.Back:
result.X =
// if Abs(X) >= Abs(Y)
// if X > 0
// rotate counter clockwise
// else rotate clockwise
// else return X
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(result.X), Z3Math.Abs(result.Y)),
Z3.Context.MkITE(Z3.Context.MkGe(result.X, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.X), Z3Math.Mul(sin, joint.Z)),
Z3Math.Add(Z3Math.Mul(cos, joint.X), Z3Math.Mul(sinNeg, joint.Z))),
joint.X) as ArithExpr;
result.Y =
// if Abs(X) >= Abs(Y)
// then return Y
// else rotate Y
// if Y > 0
// rotate counter clockwise
// else rotate clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.X), Z3Math.Abs(joint.Y)),
joint.Y,
Z3.Context.MkITE(Z3.Context.MkGe(joint.Y, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.Y), Z3Math.Mul(sin, joint.Z)),
Z3Math.Add(Z3Math.Mul(cos, joint.Y), Z3Math.Mul(sinNeg, joint.Z)))) as ArithExpr;
result.Z =
// if Abs(X) >= Abs(Y)
// if X > 0
// rotate counter clockwise
// else rotate clockwise
// else if Y > 0
// rotate counter clockwise
// else rotate clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.X), Z3Math.Abs(joint.Y)),
Z3.Context.MkITE(Z3.Context.MkGe(joint.X, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.X), Z3Math.Mul(cos, joint.Z)),
Z3Math.Add(Z3Math.Mul(sin, joint.X), Z3Math.Mul(cos, joint.Z))),
Z3.Context.MkITE(Z3.Context.MkGe(joint.Y, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.Y), Z3Math.Mul(cos, joint.Z)),
Z3Math.Add(Z3Math.Mul(sin, joint.Y), Z3Math.Mul(cos, joint.Z)))) as ArithExpr;
break;
case Direction.Front:
result.X =
// if Abs(X) >= Abs(Y)
// if X > 0
// rotate clockwise
// else rotate counter clockwise
// else return X
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(result.X), Z3Math.Abs(result.Y)),
Z3.Context.MkITE(Z3.Context.MkGe(result.X, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.X), Z3Math.Mul(sinNeg, joint.Z)),
Z3Math.Add(Z3Math.Mul(cos, joint.X), Z3Math.Mul(sin, joint.Z))),
joint.X) as ArithExpr;
result.Y =
// if Abs(X) >= Abs(Y)
// then return Y
// else rotate Y
// if Y > 0
// rotate clockwise
// else rotate counter clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.X), Z3Math.Abs(joint.Y)),
joint.Y,
Z3.Context.MkITE(Z3.Context.MkGe(joint.Y, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.Y), Z3Math.Mul(sinNeg, joint.Z)),
Z3Math.Add(Z3Math.Mul(cos, joint.Y), Z3Math.Mul(sin, joint.Z)))) as ArithExpr;
result.Z =
// if Abs(X) >= Abs(Y)
// if X > 0
// rotate clockwise
// else rotate counter clockwise
// else if Y > 0
// rotate clockwise
// else rotate counter clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.X), Z3Math.Abs(joint.Y)),
Z3.Context.MkITE(Z3.Context.MkGe(joint.X, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sin, joint.X), Z3Math.Mul(cos, joint.Z)),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.X), Z3Math.Mul(cos, joint.Z))),
Z3.Context.MkITE(Z3.Context.MkGe(joint.Y, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sin, joint.Y), Z3Math.Mul(cos, joint.Z)),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.Y), Z3Math.Mul(cos, joint.Z)))) as ArithExpr;
break;
case Direction.Down:
result.X =
// if Abs(X) >= Abs(Z)
// if X > 0
// rotate counter clockwise
// else rotate clockwise
// else return X
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(result.X), Z3Math.Abs(result.Z)),
Z3.Context.MkITE(Z3.Context.MkGe(result.X, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.X), Z3Math.Mul(sin, joint.Y)),
Z3Math.Add(Z3Math.Mul(cos, joint.X), Z3Math.Mul(sinNeg, joint.Y))),
joint.X) as ArithExpr;
result.Y =
// if Abs(X) >= Abs(Z)
// if X > 0
// rotate counter clockwise
// else rotate clockwise
// else if Z > 0
// rotate counter clockwise
// else rotate clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.X), Z3Math.Abs(joint.Z)),
Z3.Context.MkITE(Z3.Context.MkGe(joint.X, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.X), Z3Math.Mul(cos, joint.Y)),
Z3Math.Add(Z3Math.Mul(sin, joint.X), Z3Math.Mul(cos, joint.Y))),
Z3.Context.MkITE(Z3.Context.MkGe(joint.Z, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.Z), Z3Math.Mul(cos, joint.Y)),
Z3Math.Add(Z3Math.Mul(sin, joint.Z), Z3Math.Mul(cos, joint.Y)))) as ArithExpr;
result.Z =
// if Abs(X) >= Abs(Z)
// then return Z
// else rotate Z
// if Z > 0
// rotate counter clockwise
// else rotate clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.X), Z3Math.Abs(joint.Z)),
joint.Z,
Z3.Context.MkITE(Z3.Context.MkGe(joint.Z, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.Z), Z3Math.Mul(sin, joint.Y)),
Z3Math.Add(Z3Math.Mul(cos, joint.Z), Z3Math.Mul(sinNeg, joint.Y)))) as ArithExpr;
break;
case Direction.Up:
result.X =
// if Abs(X) >= Abs(Z)
// if X > 0
// rotate clockwise
// else rotate counter clockwise
// else return X
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(result.X), Z3Math.Abs(result.Z)),
Z3.Context.MkITE(Z3.Context.MkGe(result.X, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.X), Z3Math.Mul(sinNeg, joint.Y)),
Z3Math.Add(Z3Math.Mul(cos, joint.X), Z3Math.Mul(sin, joint.Y))),
joint.X) as ArithExpr;
result.Y =
// if Abs(X) >= Abs(Z)
// if X > 0
// rotate clockwise
// else rotate counter clockwise
// else if Z > 0
// rotate clockwise
// else rotate counter clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.X), Z3Math.Abs(joint.Z)),
Z3.Context.MkITE(Z3.Context.MkGe(joint.X, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sin, joint.X), Z3Math.Mul(cos, joint.Y)),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.X), Z3Math.Mul(cos, joint.Y))),
Z3.Context.MkITE(Z3.Context.MkGe(joint.Z, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sin, joint.Z), Z3Math.Mul(cos, joint.Y)),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.Z), Z3Math.Mul(cos, joint.Y)))) as ArithExpr;
result.Z =
// if Abs(X) >= Abs(Z)
// then return Z
// else rotate Z
// if Z > 0
// rotate clockwise
// else rotate counter clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.X), Z3Math.Abs(joint.Z)),
joint.Z,
Z3.Context.MkITE(Z3.Context.MkGe(joint.Z, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.Z), Z3Math.Mul(sinNeg, joint.Y)),
Z3Math.Add(Z3Math.Mul(cos, joint.Z), Z3Math.Mul(sin, joint.Y)))) as ArithExpr;
break;
case Direction.Right:
result.X =
// if Abs(Y) >= Abs(Z)
// if Y > 0
// rotate counter clockwise
// else rotate clockwise
// else if Z > 0
// rotate counter clockwise
// else rotate clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.Y), Z3Math.Abs(joint.Z)),
Z3.Context.MkITE(Z3.Context.MkGe(joint.Y, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sin, joint.Y), Z3Math.Mul(cos, joint.X)),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.Y), Z3Math.Mul(cos, joint.X))),
Z3.Context.MkITE(Z3.Context.MkGe(joint.Z, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sin, joint.Z), Z3Math.Mul(cos, joint.X)),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.Z), Z3Math.Mul(cos, joint.X)))) as ArithExpr;
result.Y =
// if Abs(Y) >= Abs(Z)
// if Y > 0
// rotate counter clockwise
// else rotate clockwise
// else return Y
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(result.Y), Z3Math.Abs(result.Z)),
Z3.Context.MkITE(Z3.Context.MkGe(result.Y, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.Y), Z3Math.Mul(sinNeg, joint.X)),
Z3Math.Add(Z3Math.Mul(cos, joint.Y), Z3Math.Mul(sin, joint.X))),
joint.Y) as ArithExpr;
result.Z =
// if Abs(X) >= Abs(Z)
// then return Z
// else rotate Z
// if Z > 0
// rotate counter clockwise
// else rotate clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.Y), Z3Math.Abs(joint.Z)),
joint.Z,
Z3.Context.MkITE(Z3.Context.MkGe(joint.Z, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.Z), Z3Math.Mul(sinNeg, joint.X)),
Z3Math.Add(Z3Math.Mul(cos, joint.Z), Z3Math.Mul(sin, joint.X)))) as ArithExpr;
break;
case Direction.Left:
result.X =
// if Abs(Y) >= Abs(Z)
// if Y > 0
// rotate counter clockwise
// else rotate clockwise
// else if Z > 0
// rotate counter clockwise
// else rotate clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.Y), Z3Math.Abs(joint.Z)),
Z3.Context.MkITE(Z3.Context.MkGe(joint.Y, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.Y), Z3Math.Mul(cos, joint.X)),
Z3Math.Add(Z3Math.Mul(sin, joint.Y), Z3Math.Mul(cos, joint.X))),
Z3.Context.MkITE(Z3.Context.MkGe(joint.Z, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(sinNeg, joint.Z), Z3Math.Mul(cos, joint.X)),
Z3Math.Add(Z3Math.Mul(sin, joint.Z), Z3Math.Mul(cos, joint.X)))) as ArithExpr;
result.Y =
// if Abs(Y) >= Abs(Z)
// if Y > 0
// rotate counter clockwise
// else rotate clockwise
// else return Y
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(result.Y), Z3Math.Abs(result.Z)),
Z3.Context.MkITE(Z3.Context.MkGe(result.Y, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.Y), Z3Math.Mul(sin, joint.X)),
Z3Math.Add(Z3Math.Mul(cos, joint.Y), Z3Math.Mul(sinNeg, joint.X))),
joint.Y) as ArithExpr;
result.Z =
// if Abs(X) >= Abs(Z)
// then return Z
// else rotate Z
// if Z > 0
// rotate counter clockwise
// else rotate clockwise
Z3.Context.MkITE(Z3.Context.MkGe(Z3Math.Abs(joint.Y), Z3Math.Abs(joint.Z)),
joint.Z,
Z3.Context.MkITE(Z3.Context.MkGe(joint.Z, Z3Math.Zero),
Z3Math.Add(Z3Math.Mul(cos, joint.Z), Z3Math.Mul(sin, joint.X)),
Z3Math.Add(Z3Math.Mul(cos, joint.Z), Z3Math.Mul(sinNeg, joint.X)))) as ArithExpr;
break;
default:
break;
}
return(result);
})
{ }
public GestureStatus TestBody(Z3Body body, int precision, Context localContext)
{
StatisticsEntryMatch matchStat = new StatisticsEntryMatch();
var stopwatch = new Stopwatch();
stopwatch.Start();
var time0 = stopwatch.ElapsedMilliseconds;
var time1 = stopwatch.ElapsedMilliseconds - time0;
// NOT THREAD SAFE XXX
this.LastDistanceVectors = this.UpdateDistanceVectors(body, localContext);
var time2 = stopwatch.ElapsedMilliseconds - time1;
// Check distance to target transformed joints and if body satisfies restrictions
var distance = 2.0;
if (this.Target.TransformedJoints.Count > 0)
{
distance = CalcMaxDistance(this.LastDistanceVectors, this.Target.TransformedJoints);
}
this.AccumulatedError += distance - this.LastDistance;
this.LastDistance = distance;
var time3 = stopwatch.ElapsedMilliseconds - time2;
bool transformSucceeded = distance < TrigonometryHelper.GetDistance(precision);
var time4 = stopwatch.ElapsedMilliseconds - time3;
// NOT THREAD SAFE XXX
bool restrictionSucceeded = this.Gesture.Steps[CurrentStep].Pose.IsBodyAccepted(body);
var time5 = stopwatch.ElapsedMilliseconds - time4;
matchStat.timeMs = time5;
matchStat.gestureName = this.Gesture.Name;
matchStat.uid = frameCount;
matchStat.poseName = this.Gesture.Steps[CurrentStep].Pose.Name;
bool succeeded =
(transformSucceeded || this.Target.TransformedJoints.Count == 0) &&
(restrictionSucceeded || this.Target.RestrictedJoints.Count == 0);
// Overall succeeded represents whether the entire gesture was matched on this test, not just a single pose
bool overallSucceeded = false;
// If body is accepted move to matching the next pose in sequence
if (succeeded)
{
this.CurrentStep += 1;
this.AccumulatedError = 0;
// Check if gesture is completed (all steps are finished)
if (this.CurrentStep >= this.Gesture.Steps.Count)
{
this.Reset(body);
this.CompletedCount += 1;
overallSucceeded = true;
}
this.UpdateTargetBody(body);
}
// If body was not accepted then check if error is higher than threshold
// If accumulated error is too high the gesture is broken
else if (this.AccumulatedError > 1)
{
//gesture.Reset(body);
}
var result = this.GetStatus();
// The VisualGestureBuilder API for DiscreteGestureResult cares about whole gestures,
// not about individual poses. We need to check for this case explicitly.
// We then expose succeededDetection in a DiscreteGestureResult .
result.succeededDetection = overallSucceeded;
// TODO: check the semantics of succeededDetectionFirstFrame in the VisualGestureBuilder API
// We here are assuming that firstFrame means this is the first frame where we successfully detected the gesture
// We are assuming that firstFrame does NOT mean this is the first frame where we started tracking the gesture
if (CompletedCount == 1 & overallSucceeded)
{
result.succeededDetectionFirstFrame = true;
}
else
{
result.succeededDetectionFirstFrame = false;
}
// TODO: check the semantics of confidence in the VisualGestureBuilder API.
// Here confidence is the same as distance from the target body.
// That is NOT the same as if confidence were a probability that we are correct
// We want to have as close semantics as possible to the VisualGestureBuilder API, so we need to double check this
result.confidence = (float)distance;
var time6 = stopwatch.ElapsedMilliseconds - time5;
frameCount++;
// Record the statistics entry here
GestureStatistics.matchTimes.Add(matchStat);
return(result);
}
