


How to overlay an image to a specific part of another image in opencv
I have the image below and I want to overlay a black patch on the far right side of the image. So I am resizing both images to a specific size in the code below and getting only the non-white part of the overlay and pasting it at specific x,y coordinates but not getting the expected result. I looked at cv2.addweighted
but didn't find any option to specify the option to use the coordinates of the paste overlay.
Can anyone guide me on how to implement this in cv2?
vr_overlay = "/Users/templates/vertical_overlay.png" show_image = "/Users/templates/image_3.png" vr_overlay_co = (0, 0, 100, 412) img_size = (0, 0, 440, 412) img = cv2.imread(show_image) img_rgb = cv2.cvtColor(img, cv2.COLOR_BGR2RGB) v_overlay = cv2.imread(vr_overlay) resize_v_overlay = cv2.resize(v_overlay, (vr_overlay_co[2], vr_overlay_co[3])) plt.imshow(resize_v_overlay ,cmap='gray') plt.axis('off') plt.show() resize_img = cv2.resize(img_rgb, (img_size[2], img_size[3])) plt.imshow(resize_img ,cmap='gray') plt.axis('off') plt.show() resize_img[vr_overlay_co[1]: vr_overlay_co[1] + vr_overlay_co[3],vr_overlay_co[0]: vr_overlay_co[0] + vr_overlay_co[2]] = np.where(resize_v_overlay != [0, 0, 0], resize_img[vr_overlay_co[1]: vr_overlay_co[1] + vr_overlay_co[3], vr_overlay_co[0]: vr_overlay_co[0] + vr_overlay_co[2],], resize_v_overlay) plt.imshow(resize_img ,cmap='gray') plt.axis('off') plt.show()
Expected results:
Correct answer
Here is one way to do this in python/opencv.
(I noticed that the image you posted is not the dimensions you stated, especially the gradient. So additional processing is required to match the dimensions of the image. Also the gradient image has a white border, which I suspect you want. )
enter:
Gradient (with white border):
import cv2 import numpy as np # read the image img = cv2.imread('people.png') hh, ww = img.shape[:2] # read the small gradient grad = cv2.imread('small_gradient.png') hg, wg = grad.shape[:2] # create white image the size of the image # then insert gradient on right side while trimming off excess white from right side of gradient ox = ww-wg+1 grad2 = np.full_like(img, (255,255,255)) grad2[0:hh, ox:ww-9+1] = grad[0:hg-1, 0:wg-9] # blend the img with grad2 via multiply #result = img.astype(np.float32) * grad2.astype(np.float32) / 255 #result = result.clip(0,255).astype(np.uint8) #or scale = 1/255 result = cv2.multiply(img, grad2, scale=scale) # save results cv2.imwrite('people_gradient.png', result) # show results cv2.imshow('result', result) cv2.waitKey(0)
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