Exemplo n.º 1
0
  /**
   * Determines which pieces are kings
   *
   * @param in Mat image of board
   */
  public void determineKings(Mat in) {
    int playSquares = 32;

    Mat dst = new Mat(in.rows(), in.cols(), in.type());
    in.copyTo(dst);

    Imgproc.cvtColor(dst, dst, Imgproc.COLOR_BGR2GRAY); // change to single color

    Mat canny = new Mat();
    Imgproc.Canny(dst, canny, 100, 200); // make image a canny image that is only edges; 2,4
    // lower threshold values find more edges
    List<MatOfPoint> contours = new ArrayList<MatOfPoint>();
    Mat hierarchy = new Mat(); // holds nested contour information
    Imgproc.findContours(
        canny,
        contours,
        hierarchy,
        Imgproc.RETR_LIST,
        Imgproc.CHAIN_APPROX_SIMPLE); // Imgproc.RETR_LIST, TREE

    // draw contour image
    Mat mask = new Mat();
    mask = Mat.zeros(dst.size(), dst.type());
    Imgproc.drawContours(
        mask, contours, -1, new Scalar(255, 255, 255), 1, 8, hierarchy, 2, new Point());
    Highgui.imwrite("contours.jpg", mask);

    ArrayList occupied = new ArrayList<Integer>();
    for (int i = 0; i < playSquares; i++) {
      if (board[i] != 0) occupied.add(i);
    }

    for (int i = 0; i < contours.size(); i++) // assuming only contours are checker pieces
    {
      // determine if it should be a king
      // use Rect r = Imgproc.boundingRect then find height of it by r.height

      // Get bounding rect of contour
      Rect bound = Imgproc.boundingRect(contours.get(i));

      if (bound.height > in.rows() / 8) {
        // board[(int) occupied.get(0)]++; // make it a king
        // occupied.remove(0);
      }
    }

    // or apply to each region of interest

    /*
    // keep track of starting row square
    int parity = 0; // 0 is even, 1 is odd, tied to row number
    int count = 0; // row square
    int rowNum = 0; // row number, starting at 0

    int vsegment = in.rows() / 8; // only accounts 8 playable
    int hsegment = in.cols() / 12; // 8 playable, 2 capture, 2 extra
    int offset = hsegment * 2; // offset for playable board

    // For angle of camera
    int dx = 48;
    hsegment -= 8;


    // Go through all playable squares
    for (int i = 0; i < playSquares; i++)
    {
    	// change offset depending on the row
    	if (parity == 0) // playable squares start on immediate left
    		offset = hsegment * 3 + dx;
    	else // playable squares start on 2nd square from left
    		offset = hsegment * 2 + dx;

    	// find where roi should be
    	Point p1 = new Point(offset + count * hsegment, rowNum * vsegment); // top left point of rectangle (x,y)
    	Point p2 = new Point(offset + (count + 1) * hsegment, (rowNum + 1) * vsegment); // bottom right point of rectangle (x,y)

    	// create rectangle that is board square
    	Rect bound = new Rect(p1, p2);

    	// frame only includes rectangle
    	Mat roi = new Mat(in, bound);

           Imgproc.cvtColor(roi, roi, Imgproc.COLOR_BGR2GRAY); // change to single color

           Mat canny = new Mat();
           Imgproc.Canny(roi, canny, 2, 4); // make image a canny image that is only edges; 2,4
           // lower threshold values find more edges
           List<MatOfPoint> contours = new ArrayList<MatOfPoint>();
           Mat hierarchy = new Mat(); // holds nested contour information
           Imgproc.findContours(canny, contours, hierarchy, Imgproc.RETR_EXTERNAL, Imgproc.CHAIN_APPROX_SIMPLE); // Imgproc.RETR_LIST, TREE

           // Get bounding rect of contour
              Rect rect = Imgproc.boundingRect(contours.get(0));

              if (rect.height > in.rows() / 8)
    	{
    		board[i]++; // make it a king
    	}

    	count += 2;
    	if (count == 8)
    	{
    		parity = ++parity % 2; // change odd or even
    		count = 0;
    		rowNum++;
    		hsegment += 1;
    		dx -= 6;
    	}
    }*/
  }
  public static void main(String[] args) {
    System.loadLibrary(Core.NATIVE_LIBRARY_NAME);

    //      Mat mat = Mat.eye( 3, 3, CvType.CV_8UC1 );
    //      System.out.println( "mat = " + mat.dump() );

    Sample n = new Sample();
    //   n.templateMatching();

    // put text in image
    //      Mat data= Highgui.imread("images/erosion.jpg");

    //      Core.putText(data, "Sample", new Point(50,80), Core.FONT_HERSHEY_SIMPLEX, 1, new
    // Scalar(0,0,0),2);
    //
    //      Highgui.imwrite("images/erosion2.jpg", data);

    // getting dct of an image
    String path = "images/croppedfeature/go (20).jpg";
    path = "images/wordseg/img1.png";
    Mat image = Highgui.imread(path, Highgui.IMREAD_GRAYSCALE);
    ArrayList<MatOfPoint> contours = new ArrayList<MatOfPoint>();

    Imgproc.threshold(image, image, 0, 255, Imgproc.THRESH_OTSU);
    Imgproc.threshold(image, image, 220, 128, Imgproc.THRESH_BINARY_INV);
    Mat newImg = new Mat(45, 100, image.type());

    newImg.setTo(new Scalar(0));
    n.copyMat(image, newImg);

    int vgap = 25;
    int hgap = 45 / 3;

    Moments m = Imgproc.moments(image, false);
    Mat hu = new Mat();
    Imgproc.HuMoments(m, hu);
    System.out.println(hu.dump());

    //      //divide the mat into 12 parts then get the features of each part
    //      int count=1;
    //      for(int j=0; j<45; j+=hgap){
    //    	  for(int i=0;i<100;i+=vgap){
    //    		  Mat result = newImg.submat(j, j+hgap, i, i+vgap);
    //
    //
    //    		  Moments m= Imgproc.moments(result, false);
    //    		  double m01= m.get_m01();
    //    		  double m00= m.get_m00();
    //    		  double m10 = m.get_m10();
    //    		  int x= m00!=0? (int)(m10/m00):0;
    //    		  int y= m00!=0? (int)(m01/m00):0;
    //    		  Mat hu= new Mat();
    //    		  Imgproc.HuMoments(m, hu);
    //    		  System.out.println(hu.dump());
    //    		  System.out.println(count+" :"+x+" and "+y);
    //    		  Imgproc.threshold(result, result, 0,254, Imgproc.THRESH_BINARY_INV);
    //    		  Highgui.imwrite("images/submat/"+count+".jpg", result);
    //    		  count++;
    //
    //    	  }
    //      }
    //
    //    for(int i=vgap;i<100;i+=vgap){
    //	  Point pt1= new Point(i, 0);
    //      Point pt2= new Point(i, 99);
    //      Core.line(newImg, pt1, pt2, new Scalar(0,0,0));
    //  }
    //  for(int i=hgap;i<45;i+=hgap){
    //	  Point pt1= new Point(0, i);
    //      Point pt2= new Point(99, i);
    //      Core.line(newImg, pt1, pt2, new Scalar(0,0,0));
    //  }
    //      Highgui.imwrite("images/submat/copyto.jpg", newImg);
  }