I am extracting the sharpness features of image as shown in the following image mentioned in a paper.
I have done with the following code.
Firstly, use the open cv convert the RGB to HSL (luminance is L mentioned in the paper), then get L array.
and then used the Laplacian operator to get the LP. Finally, obtain the sharpness value of image based on mathematical form in the paper.
img_HLS = cv2.cvtColor(image, cv2.COLOR_BGR2HLS)
L = img_HLS[:, :, 1]
u = np.mean(L)
LP = cv2.Laplacian(L, cv2.CV_16S, ksize = 3)
s = np.sum(gray_lap/u)
I don't know my solution is right or wrong, if there is problem, please help me correct it. Thank!
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