Image Processing for Augmented Reality
I need some help on Augmented Reality. I have develop a small application.NOw I want to use shape detection algorithm or specially c开发者_如何学Goircle detection algorithm.I want that after my camera get open It should only detect circles and if it gets circles it should get replaced with some corresponding image. I hope you understood what I want to do.
To add shape detection algorithm for (circle), you can consider using circle detection with Hough Transform from OpenCV. Taken from OpenCV tutorial website, here are some snippets:
// Loads an image
cv::Mat src = cv::imread( filename, cv::IMREAD_COLOR );
cv::Mat gray;
cv::cvtColor(src, gray, cv::COLOR_BGR2GRAY);
cv::medianBlur(gray, gray, 5);
cv::vector<Vec3f> circles;
cv::HoughCircles(gray, circles, cv::HOUGH_GRADIENT, 1,
gray.rows/16, // change this value to detect circles with different distances to each other
100, 30, 1, 30 // change the last two parameters
// (min_radius & max_radius) to detect larger circles
);
for( size_t i = 0; i < circles.size(); i++ )
{
cv::Vec3i c = circles[i];
cv::Point center = cv::Point(c[0], c[1]);
// circle center
cv::circle( src, center, 1, cv::Scalar(0,100,100), 3, cv::LINE_AA);
// circle outline
int radius = c[2];
cv::circle( src, center, radius, cv::Scalar(255,0,255), 3, cv::LINE_AA);
}
OpenCV can do the task as you mentioned, and is compatible for AR application.
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