I'm writing code to find similar object from drawable in camerapreview. I am using the newest Opencv 2.4.4.
Below are my functions and an output from logcat. What am I doing wrong that I'm getting such output?
public void detect_image (Mat mRgba) {
object_desc = new Mat();
scene_desc = new Mat();
object_keys = new MatOfKeyPoint();
scene_keys = new MatOfKeyPoint();
matches = new MatOfDMatch();
good_matches = new MatOfDMatch();
Bitmap image = BitmapFactory.decodeResource(getResources(), R.drawable.sto);
Utils.bitmapToMat(image,object);
surf = FeatureDetector.create(FeatureDetector.FAST);
surf.detect( object, object_keys );
surf.detect( mRgba, scene_keys);
surfEX = DescriptorExtractor.create(DescriptorExtractor.BRIEF);
surfEX.compute(object, object_keys, object_desc);
surfEX.compute(mRgba, scene_keys, scene_desc);
dm = DescriptorMatcher.create(DescriptorMatcher.BRUTEFORCE_SL2);
dm.match(object_desc, scene_desc, matches);
double max_dist = 0;
double min_dist = 100;
for( int i = 0; i < object_desc.rows(); i++ )
{ double dist = matches.toArray()[i].distance;
if( dist < min_dist ) min_dist = dist;
if( dist > max_dist ) max_dist = dist;
}
for( int i = 0; i < object_desc.rows(); i++ )
{ MatOfDMatch temp = new MatOfDMatch();
if( matches.toArray()[i].distance < 3*min_dist )
{ temp.fromArray(matches.toArray()[i]);
good_matches.push_back(temp);
}
}
}
public Mat onCameraFrame(CvCameraViewFrame inputFrame) {
mRgba = inputFrame.rgba();
detect_image(mRgba);
return inputFrame.rgba();
}
Logcat:
03-27 01:55:31.258: E/cv::error()(564): OpenCV Error: Assertion failed
(type == src2.type() && src1.cols == src2.cols &&
(type == CV_32F || type == CV_8U)) in void cv::batchDistance(cv::InputArray,
cv::InputArray, cv::OutputArray, int, cv::OutputArray, int, int, cv::InputArray,
int, bool), file /home/reports/ci/slave/50-SDK/opencv/modules/core/src/stat.cpp,
line 1803
Just for the sake of closing this question:
According to your comment, the following line was causing the problem:
dm.match(object_desc, scene_desc, matches);
I advised you to manually verify that:
(object_desc.type == scene_desc.type &&
object_desc.cols == object_scene.cols)
The problem was eventually that for the first frame, object_desc.cols() != scene_desc.cols()
. A simple if
was enough to solve the problem.
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