public void GetMaxPoint(ref Points p)
{
if (p.Y > _maxPoint)
{
_maxPoint = (int)p.Y;
}
}
public void GetMaxDepth(Points p)
{
if (p.Z > _maxDepth)
{
_maxDepth = (int)p.Z;
}
}
public void GetMinPoint(ref Points p)
{
if (p.Y < _minPoint)
{
_minPoint = (int)p.Y;
}
}
public void GetMinDepth(Points p)
{
if (p.Z < _minDepth)
{
_minDepth = (int)p.Z;
}
}
public List<Points> GetAvarageDepth(List<Points> depthArray, int avrageCoefficient, int squareSize)
{
var bodyDepth = new List<Points>();
ResetMaximaPoint();
for (int i = 0; i < depthArray.Count - 1; i = i + avrageCoefficient)
{
int depth = (int)((depthArray[i].Z + depthArray[i + 1].Z / 2));
var p = new Points(depthArray[i].X, depthArray[i].Y, depthArray[i].Z, 0);
p.Z = depth;
if (Math.Abs(p.Z - _avarageFullDepth) < _depthBodyDifference)
{
bodyDepth.Add(depthArray[i]);
}
else
{
depthArray[i].Z = 0;
bodyDepth.Add(depthArray[i]);
}
}
// Get basic squares Body
GetBodySquare(ref depthArray, squareSize);
// Remove not proper body squares and get maximas
RemoveNotProperBodySquares();
return bodyDepth;
}
public static double CalculatePointsDistance(Points p1, Points p2)
{
double powX = (p1.X - p2.X) * (p1.X - p2.X);
double powY = (p1.Y - p2.Y) * (p1.Y - p2.Y);
return Math.Sqrt(powX + powY);
}
private static void Resample(List<Points> points, int sampleNum)
{
double Interval = CalculatePathLength(points) / (sampleNum);
var newPoints = new List<Points>();
newPoints.Add(points[0]);
double manageDistance = 0;
for (int i = 1; i < points.Count; i++)
{
double distance = CalculatePointsDistance(points[i - 1], points[i]);
if ((manageDistance + distance) >= Interval)
{
var newKinectPoint = new Points();
newKinectPoint.X = points[i - 1].X + ((Interval - manageDistance) / distance) * (points[i].X - points[i - 1].X);
newKinectPoint.Y = points[i - 1].Y + ((Interval - manageDistance) / distance) * (points[i].Y - points[i - 1].Y);
newPoints.Add(newKinectPoint);
points.Insert(i, newKinectPoint);
manageDistance = 0;
}
else
{
manageDistance = manageDistance + distance;
}
}
var form = new Forms.AlgorithmsStepForm();
form.Show();
form.DrawPoints(newPoints);
}
public Points(Points p)
{
this.X = p.X;
this.Y = p.Y;
this.Z = p.Z;
this.MSecTime = p.MSecTime;
}
public void DeptyArrayToDepthPoints(List<int> depthArray)
{
int yPos = 0;
for (int i = 0; i < depthArray.Count; i++)
{
RecalculatePosition(i, ref yPos);
var point = new Points(i - yPos * _cameraWidth, yPos, depthArray[i], 0);
}
//GetAvarageDepth(depthArray);
}
static void Main()
{
Console.WriteLine("UnistrokeRecognize");
var point = new Points(0, 0, 0, 0);
var point2 = new Points(2, 2, 0, 0);
var points = new List<Points>();
for (int i = 0; i < 10; i++)
{
points.Add(new Points(i * 20, i * 20, 0, 0));
}
var form = new Forms.AlgorithmsStepForm();
form.Show();
form.DrawPoints(points);
Resample(points, 64);
//var tt2 = new UnistrokeRecognizer();
//tt2.Recognize()
Console.ReadKey();
}
private List<Points> ReadGesture(XmlTextReader reader)
{
string name = reader.GetAttribute("Name");
var points = new List<Points>(XmlConvert.ToInt32(reader.GetAttribute("NumPts")));
reader.Read();
Debug.Assert(reader.LocalName == "Point");
while (reader.NodeType != XmlNodeType.EndElement)
{
var p = new Points();
p.X = XmlConvert.ToSingle(reader.GetAttribute("X"));
p.Y = XmlConvert.ToSingle(reader.GetAttribute("Y"));
//p.Z = XmlConvert.ToSingle(reader.GetAttribute("Z"));
p.MSecTime = XmlConvert.ToInt64(reader.GetAttribute("T"));
points.Add(p);
reader.ReadStartElement("Point");
}
// transform
return points;
}
private VideoFrames GetVideoFrameFromBitmap(Bitmap bitmap)
{
var videoFrame = new VideoFrames();
int avarageFullDepth = 0;
for (int i = 0; i < bitmap.Height; i++)
{
for (int j = 0; j < bitmap.Width; j++)
{
var pixel = bitmap.GetPixel(j, i);
double v = (pixel.R + pixel.G + pixel.B) / 3;
double zDepth = v / 255 * (_maximalDistanceFromCamera - _minimumDistanceFromCamera) + _minimumDistanceFromCamera;
var p = new Points(j, i, (int)zDepth, 0);
_trackingSystem.GetMaxDepth(p);
_trackingSystem.GetMinDepth(p);
avarageFullDepth = avarageFullDepth + (int)zDepth;
videoFrame.DepthArray.Add(p);
}
}
_trackingSystem.SetAvarageFullDepth(avarageFullDepth / videoFrame.DepthArray.Count);
return videoFrame;
}
private void GesturesForm_MouseMove(object sender, MouseEventArgs e)
{
if (_isMoving)
{
_squares[_selectedSquareIndex] = new Rectangle(e.X, e.Y, 20, 20);
this.Refresh();
DrawSquare(_squares[_selectedSquareIndex]);
}
else
{
if (_isDrawing)
{
if (_gestureOption == GestureRecognition.Logic.Enums.GestureFormOption.Record)
{
GestureInfo.Text = "Recording...";
}
else if (_gestureOption == GestureRecognition.Logic.Enums.GestureFormOption.Recognize)
{
GestureInfo.Text = "Recognizing...";
}
_previousPoint = new Points(e.X, e.Y, 0, (DateTime.Now.Ticks - _tickingCounterStart) / 10000);
_newGesture.Points.Add(_previousPoint);
Invalidate(new Rectangle(e.X - 2, e.Y - 2, 4, 4));
}
}
}
private Points CalculateBodyCentroid()
{
var centroidPoint = new Points();
return centroidPoint;
}
/// <summary>
/// Resample point to N - sampleSize
/// </summary>
/// <param name="points"></param>
/// <param name="sampleSize"></param>
/// <returns></returns>
protected List<Points> ResamplePoints(List<Points> points, int sampleSize)
{
double Interval = MathHelper.CalculatePathLength(points) / (sampleSize);
var newPoints = new List<Points>();
newPoints.Add(points[0]);
double manageDistance = 0;
for (int i = 1; i < points.Count; i++)
{
double distance = MathHelper.CalculatePointsDistance(points[i - 1], points[i]);
if ((manageDistance + distance) >= Interval)
{
var newPoint = new Points();
newPoint.X = points[i - 1].X + ((Interval - manageDistance) / distance) * (points[i].X - points[i - 1].X);
newPoint.Y = points[i - 1].Y + ((Interval - manageDistance) / distance) * (points[i].Y - points[i - 1].Y);
newPoints.Add(newPoint);
points.Insert(i, newPoint);
manageDistance = 0;
}
else
{
manageDistance = manageDistance + distance;
}
}
return newPoints;
}
/// <summary>
/// Rotate Points accroding to Theta i centroid point
/// </summary>
/// <param name="pointsAfterStep_One"></param>
/// <param name="theta"></param>
/// <returns></returns>
protected List<Points> RotateBy(List<Points> pointsAfterStep_One, double theta)
{
// optimaze
var centroid = MathHelper.CalculateCentroid(pointsAfterStep_One);
var pointsCount = pointsAfterStep_One.Count;
var cos = Math.Cos(theta);
var sin = Math.Sin(theta);
var newPoints = new List<Points>();
var newPoint = new Points();
for (int i = 0; i < pointsCount; i++)
{
newPoint = new Points();
newPoint.X = (pointsAfterStep_One[i].X - centroid.X) * cos - (pointsAfterStep_One[i].Y - centroid.Y) * sin + centroid.X;
newPoint.Y = (pointsAfterStep_One[i].X - centroid.X) * sin + (pointsAfterStep_One[i].Y - centroid.Y) * cos + centroid.Y;
newPoints.Add(newPoint);
}
return newPoints;
}
protected List<Points> ScaleTo(List<Points> rotatedPoints, int boundingSize)
{
var boundingBox = MathHelper.CalculateBoundingBox(rotatedPoints);
var newPoints = new List<Points>();
var newPoint = new Points();
for (int i = 0; i < rotatedPoints.Count; i++)
{
newPoint = new Points();
newPoint.X = rotatedPoints[i].X * boundingSize / boundingBox.Width;
newPoint.Y = rotatedPoints[i].Y * boundingSize / boundingBox.Heigth;
newPoints.Add(newPoint);
}
return newPoints;
}
/// <summary>
/// Translate points to the origin [Points (0,0)]
/// </summary>
/// <param name="scaledPoints"></param>
/// <param name="originPoint"></param>
/// <returns></returns>
protected List<Points> TranslateTo(List<Points> scaledPoints, Points originPoint)
{
var centroidPoint = MathHelper.CalculateCentroid(scaledPoints);
var newPoints = new List<Points>();
Points point = null;
for (int i = 0; i < scaledPoints.Count; i++)
{
point = new Points();
point.X = scaledPoints[i].X + originPoint.X - centroidPoint.X;
point.Y = scaledPoints[i].Y + originPoint.Y - centroidPoint.Y;
newPoints.Add(point);
}
return newPoints;
}