Iniital commit

cvHDR-Fusion.py

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+import cv2
+import numpy as np
+import skimage
+
+def gamma_correction(image, gamma):
+    adjust = skimage.exposure.rescale_intensity(image)
+    adjust = skimage.exposure.adjust_gamma(adjust,gamma)
+    return adjust
+
+def fusionhdr(images: list):
+    # Load the set of images
+
+    img_array = []
+    for img in images:
+        img_array.append(cv2.imread(img))
+
+    # Create Mertens object and set its parameters
+    mertens = cv2.createMergeMertens()
+    mertens.setExposureWeight(0.9)
+    mertens.setSaturationWeight(0.5)
+
+    # Merge the images using the Mertens algorithm
+    fused_image = mertens.process(img_array)
+    fused = np.clip(fused_image, 0, 1)
+
+    # Save the fused image
+
+    return fused
+
+list = ['hdr/webcam20_3_2023_ev1.jpg', 'hdr/webcam20_3_2023_ev0.jpg','hdr/webcam20_3_2023_ev-1.jpg']
+
+#TODO add image open
+hdr_image = fusionhdr(list)
+hdr_image = gamma_correction(hdr_image,0.7)
+cv2.imwrite('fused_image2.jpg', hdr_image * 255)