public TemplatedGestureDetector(string gestureName, Stream kbStream, int windowSize = 60)
: base(windowSize)
{
if (gestureName == "Triangle")
{
Epsilon = 0.030f; // 0.035 -> 0.045
MinimalScore = 0.358f; // 0.348 -> 0.400
MinimalSize = 0.2f; // 0.2 -> 0.1
this.gestureName = gestureName;
learningMachine = new LearningMachine(kbStream);
//조져야할 부분 --> Success
}
else if (gestureName == "Circle")
{
Epsilon = 0.035f;
MinimalScore = 0.80f; //0.80 -> 0.75
MinimalSize = 0.1f;
this.gestureName = gestureName;
learningMachine = new LearningMachine(kbStream);
}
else
{
Epsilon = 0.035f;
MinimalScore = 0.80f; //0.80 -> 0.75
MinimalSize = 0.1f;
this.gestureName = gestureName;
learningMachine = new LearningMachine(kbStream);
}
}
public TemplatedGestureDetector(string gestureName, Stream kbStream, int windowSize = 60)
: base(windowSize)
{
Epsilon = 0.035f;
MinimalScore = 0.80f;
MinimalSize = 0.1f;
this.gestureName = gestureName;
learningMachine = new LearningMachine(kbStream);
}
public TemplatedGestureDetector(string gestureName, Stream kbStream, int windowSize = 60)
: base(windowSize)
{
Epsilon = 0.035f;
MinimalScore = 0.80f;
MinimalSize = 0.1f;
this.gestureName = gestureName;
learningMachine = new LearningMachine(kbStream);
}
public TemplatedPostureDetector(string postureName, Stream kbStream) : base(4)
{
this.postureName = postureName;
learningMachine = new LearningMachine(kbStream);
MinimalScore = 0.95f;
MinimalSize = 0.1f;
Epsilon = 0.02f;
}
public TemplatedPostureDetector(string postureName, Stream kbStream) : base(4)
{
this.postureName = postureName;
learningMachine = new LearningMachine(kbStream);
MinimalScore = 0.95f;
MinimalSize = 0.1f;
Epsilon = 0.02f;
}
protected override void LookForGesture()
{
// Swipe to right
//if (ScanPositions((p1, p2) => Math.Abs(p2.Y - p1.Y) < SwipeMaximalHeight, // Height
// (p1, p2) => p2.X - p1.X > -0.01f, // Progression to right
// (p1, p2) => Math.Abs(p2.X - p1.X) > SwipeMinimalLength, // Length
// SwipeMininalDuration, SwipeMaximalDuration)) // Duration
//{
// RaiseGestureDetected("SwipeToRight");
// return;
//}
//// Swipe to left
//if (ScanPositions((p1, p2) => Math.Abs(p2.Y - p1.Y) < SwipeMaximalHeight, // Height
// (p1, p2) => p2.X - p1.X < 0.01f, // Progression to right
// (p1, p2) => Math.Abs(p2.X - p1.X) > SwipeMinimalLength, // Length
// SwipeMininalDuration, SwipeMaximalDuration))// Duration
//{
// RaiseGestureDetected("SwipeToLeft");
// return;
//}
//CONSIDERING DURATION OF GESTURE
//if (LearningMachine.Match(Entries.Select(e => new Vector2(e.Position.X, e.Position.Y)).ToList(), Epsilon, MinimalScore, MinimalSize))
//{
// System.Console.WriteLine("Sit/Stand DETECTED --------------------SwipeMinimalLength:" + SwipeMinimalLength);
// // Sitting
// if (ScanPositions(//(p1, p2) => Math.Abs(p2.Y - p1.Y) < SwipeMaximalHeight, // Height
// (p1, p2) => p2.Y - p1.Y > -0.01f, // Progression up
// (p1, p2) => Math.Abs(p2.X - p1.X) > SwipeMinimalLength, // Length
// SwipeMininalDuration, SwipeMaximalDuration)) // Duration
// {
// RaiseGestureDetected("Sit");
// return;
// }
// // Standing
// if (ScanPositions(//(p1, p2) => Math.Abs(p2.Y - p1.Y) < SwipeMaximalHeight, // Height
// (p1, p2) => p2.Y - p1.Y < 0.01f, // Progression down
// (p1, p2) => Math.Abs(p2.X - p1.X) > SwipeMinimalLength, // Length
// SwipeMininalDuration, SwipeMaximalDuration))// Duration
// {
// RaiseGestureDetected("Stand");
// return;
// }
//}
if (LearningMachine.Match(Entries.Select(e => new Vector2(e.Position.X, e.Position.Y)).ToList(), Epsilon, MinimalScore, MinimalSize))
{
System.Console.WriteLine("Sit/Stand DETECTED --------------------SwipeMinimalLength:" + SwipeMinimalLength);
// Sitting
if (ScanPositions( //(p1, p2) => Math.Abs(p2.Y - p1.Y) < SwipeMaximalHeight, // Height
(p1, p2) => p2.Y - p1.Y > -0.01f, // Progression up
(p1, p2) => Math.Abs(p2.X - p1.X) > SwipeMinimalLength, // Length
SwipeMininalDuration, SwipeMaximalDuration)) // Duration
{
RaiseGestureDetected("Sit");
return;
}
// Standing
if (ScanPositions( //(p1, p2) => Math.Abs(p2.Y - p1.Y) < SwipeMaximalHeight, // Height
(p1, p2) => p2.Y - p1.Y <0.01f, // Progression down
(p1, p2) => Math.Abs(p2.X - p1.X)> SwipeMinimalLength, // Length
SwipeMininalDuration, SwipeMaximalDuration)) // Duration
{
RaiseGestureDetected("Stand");
return;
}
}
}
public TemplatedPostureDetector(string postureName, Stream kbStream) : base(4)
{
this.postureName = postureName;
learningMachine = new LearningMachine(kbStream);
}
public TemplatedGestureDetector(string gestureName, Stream kbStream, int windowSize = 60)
: base(windowSize)
{
this.gestureName = gestureName;
learningMachine = new LearningMachine(kbStream);
}
public TemplatedGestureDetector(string gestureName, Stream kbStream, int windowSize = 60)
: base(windowSize)
{
this.gestureName = gestureName;
learningMachine = new LearningMachine(kbStream);
}
public TemplatedPostureDetector(string postureName, Stream kbStream) : base(4)
{
this.postureName = postureName;
learningMachine = new LearningMachine(kbStream);
}
