在Opencv中,cv2.threshold函数用于对图像进行阈值处理,将图像的像素值转换为二进制形式。其用法如下:
retval, thresholded_img = cv2.threshold(src, thresh, maxval, type)
参数说明:
src:输入的图像thresh:阈值maxval:当像素值超过阈值时赋予的值type:阈值处理的类型,包括:
cv2.THRESH_BINARY:超过阈值的像素赋予maxval,否则赋予0cv2.THRESH_BINARY_INV:超过阈值的像素赋予0,否则赋予maxvalcv2.THRESH_TRUNC:超过阈值的像素保持不变,否则赋予阈值cv2.THRESH_TOZERO:超过阈值的像素保持不变,否则赋予0cv2.THRESH_TOZERO_INV:超过阈值的像素赋予0,否则保持不变函数返回值:
retval:实际使用的阈值thresholded_img:处理后的二值化图像示例代码:
import cv2
img = cv2.imread('image.jpg', 0) # 以灰度模式读取图像
retval, thresholded_img = cv2.threshold(img, 127, 255, cv2.THRESH_BINARY)
cv2.imshow('Thresholded Image', thresholded_img)
cv2.waitKey(0)
cv2.destroyAllWindows()