彩色RGB图像转为灰度图像

来源：互联网发布：node v0.12.2 x64.msi 编辑：程序博客网时间：2024/05/19 09:42

将彩色RGB图像转为灰度图像，其中像素值的转换为

灰度值=0.2989 * R + 0.5870 * G + 0.1140 * B

原彩色RGB图像是三通道的，转换成单通道的灰度图像

自己写了一个Python程序，实现该转换任务：

# -*- coding: utf-8 -*-# 将RGB彩色图像转为灰度图像import cv2import numpylena = cv2.imread('F:\CVImages\lena.jpg')img = lenaheight = img.shape[0]width = img.shape[1]channels = img.shape[2]value = [0] * 3gray_img = numpy.zeros([height, width], numpy.uint8)for row in range(height):for column in range(width):for chan in range(channels):value[chan] = img[row, column, chan]R = value[2]G = value[1]B = value[0]# new_value = 0.2989 * R + 0.5870 * G + 0.1140 * Bnew_value = 0.2989 * R + 0.5870 * G + 0.1140 * B # 转为灰度像素gray_img[row, column] = new_valuecv2.imshow('original image', img)cv2.waitKey(0)cv2.imshow('gray image', gray_img)cv2.waitKey(0)cv2.imwrite('gray_lena.jpg', gray_img)

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