I am trying to use OpenCV on an android phone to detect lines. I modified the 'Tutorial 1 Basic - 2. Use OpenCV Camera' sample. I am also using Hough Line Transform as an example. However, I am getting weird numbers (at least what I believe to be weird numbers) for the points. In the range 1000 to -1000 for b.
I don't fully understand the code (mostly the part about adding/subtracting 1000 * (a or -b)).
In the end I do not see the lines at all.
Could anyone give me a hand? Also let me know if you need more information.
capture.retrieve(mGray, Highgui.CV_CAP_ANDROID_GREY_FRAME);
Imgproc.Canny(mGray, mIntermediateMat, 80, 100);
Imgproc.HoughLines(mIntermediateMat, mLines, 1, Math.PI/180, 100);
Scalar color = new Scalar(0, 0, 255);
double[] data;
double rho, theta;
Point pt1 = new Point();
Point pt2 = new Point();
double a, b;
double x0, y0;
for (int i = 0; i < mLines.cols(); i++)
{
data = mLines.get(0, i);
rho = data[0];
theta = data[1];
a = Math.cos(theta);
b = Math.sin(theta);
x0 = a*rho;
y0 = b*rho;
pt1.x = Math.round(x0 + 1000*(-b));
pt1.y = Math.round(y0 + 1000*a);
pt2.x = Math.round(x0 - 1000*(-b));
pt2.y = Math.round(y0 - 1000 *a);
Core.line(mIntermediateMat, pt1, pt2, color, 3);
}
Imgproc.cvtColor(mIntermediateMat, mRgba, Imgproc.COLOR_GRAY2BGRA, 4);
Bitmap bmp = Bitmap.createBitmap(mRgba.cols(), mRgba.rows(), Bitmap.Config.ARGB_8888);
if (Utils.matToBitmap(mRgba, bmp))
return bmp;
bmp.recycle();
return null;
I am using HoughLineP to find lines in my frame and draw them back out.
Here is my code... hope this helps.
Mat mYuv = new Mat();
Mat mRgba = new Mat();
Mat thresholdImage = new Mat(getFrameHeight() + getFrameHeight() / 2, getFrameWidth(), CvType.CV_8UC1);
mYuv.put(0, 0, data);
Imgproc.cvtColor(mYuv, mRgba, Imgproc.COLOR_YUV420sp2RGB, 4);
Imgproc.cvtColor(mRgba, thresholdImage, Imgproc.COLOR_RGB2GRAY, 4);
Imgproc.Canny(thresholdImage, thresholdImage, 80, 100, 3);
Mat lines = new Mat();
int threshold = 50;
int minLineSize = 20;
int lineGap = 20;
Imgproc.HoughLinesP(thresholdImage, lines, 1, Math.PI/180, threshold, minLineSize, lineGap);
for (int x = 0; x < lines.cols(); x++)
{
double[] vec = lines.get(0, x);
double x1 = vec[0],
y1 = vec[1],
x2 = vec[2],
y2 = vec[3];
Point start = new Point(x1, y1);
Point end = new Point(x2, y2);
Core.line(mRgba, start, end, new Scalar(255,0,0), 3);
}
Bitmap bmp = Bitmap.createBitmap(getFrameWidth(), getFrameHeight(), Bitmap.Config.ARGB_8888);
if (Utils.matToBitmap(mRgba, bmp))
return bmp;