I need to rotate an image by either 90, 180 or 270 degrees. In OpenCV4Android I can use:
Imgproc.getRotationMatrix2D(new Point(center, center), degrees, 1); Imgproc.warpAffine(src, dst, rotationMatrix, dst.size());
However, this is a huge bottleneck in my image processing algorithm. Of course, a simple rotation by a multiple of 90 degrees is much simpler than the most general case of warpAffine
, and can be done much more efficiently. For 180 degrees, for instance, I could use:
Core.flip(src, dst, -1);
where -1 means to flip about both horizontal and vertical axes. Is there a similar optimization I could use for 90 or 270 degree rotations?
The rule for a rotation by 270° about the origin is (x,y)→(y,−x) .
I don't know the java api very well, this codes are developed by c++. The logics should be the same, use transpose + flip to rotate the image with 90n(n belongs to N = -minimum value of int, ....., -3, -2, -1, 0, 1, 2, 3, ..., max value of int)
/* *@brief rotate image by multiple of 90 degrees * *@param source : input image *@param dst : output image *@param angle : factor of 90, even it is not factor of 90, the angle * will be mapped to the range of [-360, 360]. * {angle = 90n; n = {-4, -3, -2, -1, 0, 1, 2, 3, 4} } * if angle bigger than 360 or smaller than -360, the angle will * be map to -360 ~ 360. * mapping rule is : angle = ((angle / 90) % 4) * 90; * * ex : 89 will map to 0, 98 to 90, 179 to 90, 270 to 3, 360 to 0. * */ void rotate_image_90n(cv::Mat &src, cv::Mat &dst, int angle) { if(src.data != dst.data){ src.copyTo(dst); } angle = ((angle / 90) % 4) * 90; //0 : flip vertical; 1 flip horizontal bool const flip_horizontal_or_vertical = angle > 0 ? 1 : 0; int const number = std::abs(angle / 90); for(int i = 0; i != number; ++i){ cv::transpose(dst, dst); cv::flip(dst, dst, flip_horizontal_or_vertical); } }
Edit : Improve performance, thanks for the comments of TimZaman and the implementation of 1''
void rotate_90n(cv::Mat const &src, cv::Mat &dst, int angle) { CV_Assert(angle % 90 == 0 && angle <= 360 && angle >= -360); if(angle == 270 || angle == -90){ // Rotate clockwise 270 degrees cv::transpose(src, dst); cv::flip(dst, dst, 0); }else if(angle == 180 || angle == -180){ // Rotate clockwise 180 degrees cv::flip(src, dst, -1); }else if(angle == 90 || angle == -270){ // Rotate clockwise 90 degrees cv::transpose(src, dst); cv::flip(dst, dst, 1); }else if(angle == 360 || angle == 0 || angle == -360){ if(src.data != dst.data){ src.copyTo(dst); } } }
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