Function mindspore::dataset::Canny
Defined in File image_process.h
Function Documentation
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bool mindspore::dataset::Canny(const LiteMat &src, LiteMat &dst, double low_thresh, double high_thresh, int ksize = 3, bool L2gradient = false)
Detect edges in an image.
- Parameters
src – [in] LiteMat image to be processed. Only single channel LiteMat of type UINT8 is supported now.
dst – [in] LiteMat image after processing.
low_thresh – [in] The lower bound of the edge. Pixel with value below it will not be considered as a boundary. It should be a nonnegative value.
high_thresh – [in] The higher bound of the edge. Pixel with value over it will be absolutely considered as a boundary. It should be a nonnegative value and no less than low_thresh.
ksize – [in] The size of Sobel kernel (default=3). It can only be 3, 5 or 7.
L2gradient – [in] Whether to use L2 distance while calculating gradient (default=false).
- Returns
Return true if transform successfully.
Example/* Assume p_rgb is a pointer that points to an image with shape (width, height, channel) */ LiteMat lite_mat_src; InitFromPixel(p_rgb, LPixelType::RGB, LDataType::UINT8, width, height, lite_mat_src); LiteMat lite_mat_src2; ConvertRgbToGray(lite_mat_src, LDataType::UINT8, image.cols, image.rows, lite_mat_src2); LiteMat lite_mat_dst; Canny(lite_mat_src2, lite_mat_dst, 200, 300, 5); std::cout << lite_mat_dst.width_ << " " << lite_mat_dst.height_ << " " << lite_mat_dst.channel_ << std::endl;