public override IEnumerable<IO.VolkeTest.VolkeEyeSensorMessage> ApplyFilter(IEnumerable<IO.VolkeTest.VolkeEyeSensorMessage> eyeMovements)
{
LookPoint.Filters.WeightOOTriangular filterR = new LookPoint.Filters.WeightOOTriangular();
LookPoint.Filters.WeightOOTriangular filterL = new LookPoint.Filters.WeightOOTriangular();
var buffer = new Queue<BufferPoint>();
BufferPoint lastPoint = BufferPoint.Empty;
foreach (var eyeTracking in eyeMovements)
{
var point = new BufferPoint(eyeTracking.LeftPosition, eyeTracking.RightPosition, (int)eyeTracking.Timestamp);
//if (point.HasEmpty())
//{
// buffer.Enqueue(point);
// continue;
//}
if (buffer.Count > 0)
{
int intervalSize = buffer.Count;
var start = lastPoint == BufferPoint.Empty ? point : lastPoint;
var next = lastPoint == BufferPoint.Empty ? point : lastPoint;
int idx = 0;
while (buffer.Count > 0)
{
var midPoint = buffer.Dequeue();
Correct(midPoint, start, next, intervalSize, ++idx);
yield return point.ToSensorMessage(filterL, filterR);
}
}
yield return point.ToSensorMessage(filterL, filterR);
lastPoint = point;
}
}
public IEnumerable<EyeTrackingInfo> GetFilteredPoints()
{
LookPoint.Filters.WeightOOTriangular filter = new LookPoint.Filters.WeightOOTriangular();
int filterCount = 0;
foreach (var eyeTracking in this.EyeTrackingInfo)
{
var x = (eyeTracking.LeftEye.X + eyeTracking.RightEye.X) / 2;
var y = (eyeTracking.LeftEye.Y + eyeTracking.RightEye.Y) / 2;
var fp = filter.feed(++filterCount * 20, new PointF((float)x, (float)y));
var point = new Point((int)fp.X, (int)fp.Y);
yield return new EyeTrackingInfo(point, point, eyeTracking.Timestamp);
}
}
public void GenerateHeatMap(string subject)
{
var path = "maps\\" + subject.Replace(".volke", "");
if (!Directory.Exists("maps")) Directory.CreateDirectory("maps");
if (!Directory.Exists(path)) Directory.CreateDirectory(path);
int maskSize = 150;
var mask = GetMask(maskSize);
int[,] exposure = new int[850, 850];
LookPoint.Filters.WeightOOTriangular filter = new LookPoint.Filters.WeightOOTriangular();
int filterCount = 0;
foreach (var eyeTracking in this.GetFixations().SelectMany(i => i))
{
var mx = (eyeTracking.LeftEye.X + eyeTracking.RightEye.X) / 2;
var my = (eyeTracking.LeftEye.Y + eyeTracking.RightEye.Y) / 2;
var fp = filter.feed(++filterCount * 20, new PointF((float)mx, (float)my));
var point = new Point((int)fp.X, (int)fp.Y);
if (point.X < 0 || point.Y < 0 || point.X >= 850 || point.Y >= 850)
continue;
int exposureValue = 10;
for (int x = 0; x < maskSize; x++)
{
int targetX = point.X - (maskSize / 2) + x;
if (targetX < 0 || targetX >= 850) continue;
for (int y = 0; y < maskSize; y++)
{
int targetY = point.Y - (maskSize / 2) + y;
if (targetY < 0 || targetY >= 850 || mask[x, y] == 0) continue;
exposure[targetX, targetY] += exposureValue * mask[x, y];
}
}
}
float max = exposure.Cast<int>().Max();
for (int x = 0; x < 850; x++)
for (int y = 0; y < 850; y++)
this.BoardImage.SetPixel(x, y, GetColor(this.BoardImage.GetPixel(x, y), exposure[x, y], max));
var bmp = new Bitmap(850, 900);
using (var g = bmp.GetGraphics())
{
g.Graphics.DrawString(this.Test.Question, new Font("Calibri", 12), Brushes.Black, 5, 5);
g.Graphics.DrawString(this.Test.IsCorrect ? "SIM" : "NÃO", new Font("Calibri", 12, FontStyle.Bold), Brushes.Black, 5, 22);
g.Graphics.DrawImageUnscaled(this.BoardImage, 0, 80);
}
bmp.Save(path + "\\" + this.Test.Id + ".png");
}