How to find the largest outline in Java OpenCV… here is a solution to the problem.
How to find the largest outline in Java OpenCV
I’ve used find contours and boundingrect and displayed them in my projects. Then I want to find the largest outline and display it. Is this possible? I am new to the OpenCV java language.
So far, here’s my code:
@Override
public void onCameraViewStarted(int width, int height) {
mRgba = new Mat(height, width, CvType.CV_8UC4);
mHsv = new Mat(height,width,CvType.CV_8UC3);
hierarchy = new Mat();
mHsvMask = new Mat();
mDilated = new Mat();
mEroded = new Mat();
}
@Override
public void onCameraViewStopped() {
mRgba.release();
mHsv.release();
mHsvMask.release();
mDilated.release();
hierarchy.release();
}
@Override
public Mat onCameraFrame(CameraBridgeViewBase.CvCameraViewFrame inputFrame) {
mRgba =inputFrame.rgba();
contours = new ArrayList<MatOfPoint>();
hierarchy =new Mat();
mHsv = new Mat();
mHsvMask =new Mat();
Imgproc.cvtColor(mRgba, mHsv, Imgproc.COLOR_RGB2HSV);
Scalar lowerThreshold = new Scalar ( 0, 0, 0 ); Blue color – lower hsv values
Scalar upperThreshold = new Scalar ( 179, 255, 10 ); Blue color – higher hsv values
Core.inRange ( mHsv, lowerThreshold , upperThreshold, mHsvMask );
just some filter
Imgproc.dilate ( mHsvMask, mDilated, new Mat() );
Imgproc.erode(mDilated,mEroded,new Mat());
Imgproc.findContours(mHsvMask, contours, hierarchy, Imgproc.RETR_TREE, Imgproc.CHAIN_APPROX_SIMPLE);
for ( int contourIdx=0; contourIdx < contours.size(); contourIdx++ )
{
Minimun size allowed for consideration
MatOfPoint2f approxCurve = new MatOfPoint2f();
MatOfPoint2f contour2f = new MatOfPoint2f(contours.get(contourIdx).toArray());
Processing on mMOP2f1 which is in type MatOfPoint2f
double approxDistance = Imgproc.arcLength(contour2f,true)*0.02;
Imgproc.approxPolyDP(contour2f,approxCurve,approxDistance,true);
convert to MatofPoint
MatOfPoint point = new MatOfPoint(approxCurve.toArray());
get boundingrect from contour
Rect rect = Imgproc.boundingRect(point);
Imgproc.rectangle(mRgba,new Point(rect.x, rect.y), new Point(rect.x + rect.width, rect.y + rect.height), new Scalar(255, 0, 0, 255),3);
bisa Imgproc.rectangle(mRgba, rect.tl(), rect.br(), new Scalar(255, 0, 0),1, 8,0);
show contour kontur
if(Imgproc.contourArea(contours.get(contourIdx))>100) {
Imgproc.drawContours(mRgba, contours, contourIdx, new Scalar(0,255,0), 5);
}
}
return mRgba;
Hopefully someone has some experience with this. Thanks…
Solution
Using the function Imgproc.contourArea
, you can simply find the area of all contours, and the contour with the largest area is the largest profile.
The code for drawing the maximum outline is as follows:
double maxVal = 0;
int maxValIdx = 0;
for (int contourIdx = 0; contourIdx < contours.size(); contourIdx++)
{
double contourArea = Imgproc.contourArea(contours.get(contourIdx));
if (maxVal < contourArea)
{
maxVal = contourArea;
maxValIdx = contourIdx;
}
}
Imgproc.drawContours(mRgba, contours, maxValIdx, new Scalar(0,255,0), 5);