HandDetector.cs 3.6 KB

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  1. using System;
  2. using System.Collections.Generic;
  3. using System.Drawing;
  4. using System.Linq;
  5. using System.Text;
  6. using System.Threading.Tasks;
  7. using bbiwarg.Images;
  8. using bbiwarg.Detectors.FingerDetection;
  9. using bbiwarg.Graphics;
  10. using bbiwarg.Utility;
  11. using Emgu.CV;
  12. using Emgu.CV.Structure;
  13. namespace bbiwarg.Detectors.HandDetection
  14. {
  15. class HandDetector
  16. {
  17. private DepthImage depthImage;
  18. private EdgeImage edgeImage;
  19. private List<Finger> fingers;
  20. public List<Hand> Hands { get; private set; }
  21. public OutputImage outputImage;
  22. public HandDetector(DepthImage depthImage, EdgeImage edgeImage, List<Finger> fingers, OutputImage outputImage)
  23. {
  24. this.depthImage = depthImage;
  25. this.edgeImage = edgeImage;
  26. this.fingers = fingers;
  27. this.outputImage = outputImage;
  28. detectHands();
  29. drawHands();
  30. }
  31. private void detectHands()
  32. {
  33. int width = depthImage.Width;
  34. int height = depthImage.Height;
  35. int maxArea = width * height;
  36. Image<Gray, byte> image = edgeImage.Image.Copy().Dilate(2).Erode(2).Mul(255);
  37. //draw top finger slice
  38. foreach (Finger finger in fingers)
  39. {
  40. // TODO: connect contour with other edges
  41. Contour<Point> contour = finger.getContour();
  42. image.FillConvexPoly(contour.ToArray(), new Gray(0));
  43. image.DrawPolyline(finger.getContour().ToArray(), true, new Gray(255), 1);
  44. FingerSlice slice = finger.SliceTrail.End;
  45. Vector2D direction = slice.LineSegment.Line.Direction;
  46. Vector2D start = slice.Start+(Constants.FingerContourMargin+Constants.FingerSliceOverlapFactor)*direction;
  47. Vector2D end = slice.End-(Constants.FingerContourMargin+Constants.FingerSliceOverlapFactor)*direction;
  48. image.Draw(new Emgu.CV.Structure.LineSegment2D(start, end), new Gray(0), 2);
  49. //FingerSlice slice = finger.SliceTrail.Slices[1];
  50. //image.Draw(new Emgu.CV.Structure.LineSegment2D(slice.Start, slice.End), new Gray(255), 2);
  51. }
  52. Hands = new List<Hand>();
  53. foreach (Finger finger in fingers)
  54. {
  55. bool newHand = true;
  56. foreach (Hand hand in Hands)
  57. {
  58. if (hand.isInside(finger.HandPoint))
  59. {
  60. hand.addFinger(finger);
  61. newHand = false;
  62. break;
  63. }
  64. }
  65. if (newHand)
  66. {
  67. Image<Gray, byte> mask = new Image<Gray, byte>(width + 2, height + 2);
  68. MCvConnectedComp comp = new MCvConnectedComp();
  69. CvInvoke.cvFloodFill(image, finger.HandPoint, new MCvScalar(255), new MCvScalar(1), new MCvScalar(1), out comp, Emgu.CV.CvEnum.CONNECTIVITY.FOUR_CONNECTED, Emgu.CV.CvEnum.FLOODFILL_FLAG.DEFAULT, mask);
  70. if (comp.area < maxArea * Constants.HandMaxSize)
  71. {
  72. Hand hand = new Hand(mask.Copy(new Rectangle(1, 1, width, height)).Mul(255));
  73. hand.addFinger(finger);
  74. Hands.Add(hand);
  75. }
  76. }
  77. }
  78. }
  79. private void drawHands()
  80. {
  81. int maxIndex = Math.Min(3, Hands.Count);
  82. for (int i = 0; i < maxIndex; i++)
  83. {
  84. outputImage.Image[i] = Hands[i].Mask;
  85. }
  86. }
  87. }
  88. }