如何使 OpenCV 图像变亮

问题描述

我设法使用下面的代码获得了图像的显着性图。这里先得到显着图和逆显着图，然后将结果应用到图像上，得到图像的前景和背景。

import cv2
import numpy as np

def SalienceMaps(image_path):
    
    image = cv2.imread(image_path)
    
    dimensions = (350,450)    
    resized = cv2.resize(image,dimensions,interpolation = cv2.INTER_AREA)
    
    saliency = cv2.saliency.StaticSaliencyFineGrained_create()
    (success,saliencyMap) = saliency.computeSaliency(resized)
    
    (B,G,R) = cv2.split(resized)
    
    salBlue = B * saliencyMap.astype(saliencyMap.dtype)
    salGreen = G * saliencyMap.astype(saliencyMap.dtype)
    salRed= R * saliencyMap.astype(saliencyMap.dtype)
    
    salBlue = salBlue.astype("uint8")
    salGreen = salGreen.astype("uint8")
    salRed = salRed.astype("uint8")
    
    reduction = np.ones((450,350))
    inverse = reduction - saliencyMap
    
    inverseBlue = B * inverse.astype(inverse.dtype)
    inverseGreen = G * inverse.astype(inverse.dtype)
    inverseRed = R * inverse.astype(inverse.dtype)
    
    inverseBlue = inverseBlue.astype("uint8")
    inverseGreen = inverseGreen.astype("uint8")
    inverseRed = inverseRed.astype("uint8")
    
    main = cv2.merge((salBlue,salGreen,salRed))
    inverse = cv2.merge((inverseBlue,inverseGreen,inverseRed))

    return (main,inverse)

(main,inverse) = SalienceMaps("Content Image.jpg")
cv2.imshow("Image",main)
cv2.imshow("Image 2",inverse)
cv2.waitKey(0)

当这个图像被放入时，我分别得到了前景和背景的以下输出：

我想知道，如何提高前景的亮度或特征，使特征更加突出并且图像更亮（如果有意义的话）？知道可以做什么吗？干杯

解决方法

您可以在 Python/OpenCV 中使用 cv2.normalize() 来增加亮度。

输入：

import cv2
import numpy as np

# Read images
img = cv2.imread('img.png')

# stretch mask to full dynamic range
result = cv2.normalize(img,None,alpha=0,beta=350,norm_type=cv2.NORM_MINMAX,dtype=cv2.CV_8U)

# write results
cv2.imwrite("img_enhanced.png",result)

# show results
cv2.imshow("img",img)
cv2.imshow("result",result)
cv2.waitKey(0)
cv2.destroyAllWindows()

结果：