"OpenCV Error: Assertion failed ((globalDescIdx>=0) && (globalDescIdx < size())) in getLocalIdx, file opencv-2.4.7/modules/features2d/src/matchers.cpp, line 163 terminate called after throwing an instance of 'cv::Exception'"
I read that it happens because of the frame being empty so i make the code as below
if(!**image.empty**()) // image from camera
{
detector.detect( image, kp_image );
extractor.compute( image, kp_image, des_image );
**if(!des_image.empty())**
matcher.knnMatch(des_object, des_image, matches, 2);
for(int i = 0; i < min(des_image.rows-1,(int) matches.size()); i++) //THIS LOOP IS SENSITIVE TO SEGFAULTS
{
if((matches[i][0].distance < 0.6*(matches[i][1].distance)) && ((int) matches[i].size()<=2 && (int) matches[i].size()>0))
{
good_matches.push_back(matches[i][0]);
}
}
if((matches[i][0].distance < 0.6*(matches[i][1].distance)) && ((int) matches[i].size()<=2 && (int) matches[i].size()>0))
{
good_matches.push_back(matches[i][0]);
}
}
//Draw only "good" matches
// drawMatches( object, kp_object, image, kp_image, good_matches, img_matches, Scalar::all(-1), Scalar::all(-1), vector<char>(), DrawMatchesFlags::NOT_DRAW_SINGLE_POINTS );
if (good_matches.size() >= 4)
{
for( int i = 0; i < good_matches.size(); i++ )
{
//Get the keypoints from the good matches
obj.push_back( kp_object[ good_matches[i].queryIdx ].pt );
scene.push_back( kp_image[ good_matches[i].trainIdx ].pt );
}
H = findHomography( obj, scene, CV_RANSAC );
perspectiveTransform( obj_corners, scene_corners, H);
cout << "X and Y " << scene_corners[2].x << " " <<scene_corners[2].y<< "\n";
//Draw lines between the corners (the mapped object in the scene image )
line( image, scene_corners[0] , scene_corners[1] , Scalar(0, 255, 0), 4 );
line( image, scene_corners[1] , scene_corners[2] , Scalar( 0, 255, 0), 4 ); // vertical left top to bottom
line(image, scene_corners[2] , scene_corners[3] , Scalar( 0, 255, 0), 4 );
line( image, scene_corners[3] , scene_corners[0] , Scalar( 0, 255, 0), 4 );
}
imshow( "good matches", image );
key = waitKey(1);
}
Still it throws the exception