在python中检测二进制噪声图像中的线条

import cv2
import numpy as np

image = cv2.imread('binary_noise_image.jpg', 0)

ret, binary_image = cv2.threshold(image, 127, 255, cv2.THRESH_BINARY)

kernel = np.ones((3, 3), np.uint8)
morphological_image = cv2.morphologyEx(binary_image, cv2.MORPH_OPEN, kernel)

lines = cv2.HoughLinesP(morphological_image, 1, np.pi/180, threshold=100, minLineLength=100, maxLineGap=10)

for line in lines:
    x1, y1, x2, y2 = line[0]
    cv2.line(image, (x1, y1), (x2, y2), (0, 255, 0), 2)

cv2.imshow('Detected Lines', image)
cv2.waitKey(0)
cv2.destroyAllWindows()