opencv 打开白平衡
时间: 2023-06-25 15:05:14 浏览: 50
在OpenCV中,可以使用以下代码进行白平衡处理:
```python
import cv2
image = cv2.imread("input_image.png")
# Convert the image to LAB color space
lab_image = cv2.cvtColor(image, cv2.COLOR_BGR2LAB)
# Split the LAB image into L, A, and B channels
l_channel, a_channel, b_channel = cv2.split(lab_image)
# Apply the CLAHE algorithm to the L channel
clahe = cv2.createCLAHE(clipLimit=2.0, tileGridSize=(8,8))
clipped_l_channel = clahe.apply(l_channel)
# Merge the L, A, and B channels back into a LAB image
clahe_image = cv2.merge((clipped_l_channel, a_channel, b_channel))
# Convert the LAB image back to RGB color space
result_image = cv2.cvtColor(clahe_image, cv2.COLOR_LAB2BGR)
cv2.imshow("Original Image", image)
cv2.imshow("White Balanced Image", result_image)
cv2.waitKey(0)
cv2.destroyAllWindows()
```
其中,我们首先将图像转换为LAB颜色空间,然后将其分为L,A和B通道。接下来,我们使用CLAHE算法对L通道进行平衡处理。最后,我们将L,A和B通道合并回一个LAB图像,并将其转换回RGB颜色空间。