OpenCV(python)从入门到精通——运算操作

  • 加法减法操作
python 复制代码
import cv2 as cv
import numpy as np

x = np.uint8([250])
y = np.uint8([10])

x_1 = np.uint8([10])
y_1 = np.uint8([20])

# 加法,相加最大只能为255
print(cv.add(x,y))

# 减法,相互减最小值只能为0
print(cv.subtract(x_1,y_1))
  • 图像加法
python 复制代码
import cv2 as cv
import numpy as np

img1 = cv.imread("./images/1.jpg")

img2 = cv.imread("./images/1_test.jpg")


img = cv.add(img1,img2)

cv.imshow("pic",img)
cv.waitKey(0)
  • 图像权重相加,因为我使用的都是同一张图片
python 复制代码
import cv2 as cv
import numpy as np

img1 = cv.imread("./images/1.jpg")

img2 = cv.imread("./images/1_test.jpg")


# img = cv.add(img1,img2)
img = cv.addWeighted(img1,0.5,img2,0.8,gamma=0)
cv.imshow("pic",img)
cv.waitKey(0)
  • 按位与操作
python 复制代码
import cv2 as cv
import numpy as np

img1 = cv.imread("./images/1.jpg")

img2 = cv.imread("./images/1_test.jpg")


# img = cv.add(img1,img2)
# img = cv.addWeighted(img1,0.5,img2,0.8,gamma=0)
rows,cols,channels = img2.shape
roi = img1[0:rows,0:cols]
img2gray = cv.cvtColor(img2,cv.COLOR_BGR2GRAY)
ret,mask = cv.threshold(img2gray,10,255,cv.THRESH_BINARY|cv.THRESH_OTSU)
mask_inv = cv.bitwise_not(mask)

img1_bg = cv.bitwise_and(roi,roi,mask=mask_inv)
cv.imshow("img1_bg",img1_bg)
cv.waitKey(0)
  • 按位取反操作
python 复制代码
import cv2 as cv
import numpy as np

img1 = cv.imread("./images/1.jpg")

img2 = cv.imread("./images/1_test.jpg")


# img = cv.add(img1,img2)
# img = cv.addWeighted(img1,0.5,img2,0.8,gamma=0)
rows,cols,channels = img2.shape
roi = img1[0:rows,0:cols]
img2gray = cv.cvtColor(img2,cv.COLOR_BGR2GRAY)
ret,mask = cv.threshold(img2gray,10,255,cv.THRESH_BINARY|cv.THRESH_OTSU)
mask_inv = cv.bitwise_not(mask)

img1_bg = cv.bitwise_not(roi,roi,mask=mask_inv)
cv.imshow("img1_bg",img1_bg)
cv.waitKey(0)
  • 按位或
python 复制代码
import cv2 as cv
import numpy as np

img1 = cv.imread("./images/1.jpg")

img2 = cv.imread("./images/1_test.jpg")


# img = cv.add(img1,img2)
# img = cv.addWeighted(img1,0.5,img2,0.8,gamma=0)
rows,cols,channels = img2.shape
roi = img1[0:rows,0:cols]
img2gray = cv.cvtColor(img2,cv.COLOR_BGR2GRAY)
ret,mask = cv.threshold(img2gray,10,255,cv.THRESH_BINARY|cv.THRESH_OTSU)
cv.imshow("img3",roi)
cv.imshow("img1",mask)
mask_inv = cv.bitwise_not(mask)

img1_bg = cv.bitwise_or(roi,roi,mask=mask_inv)
cv.imshow("img1_bg",img1_bg)
cv.waitKey(0)
  • 按位异或
python 复制代码
import cv2 as cv
import numpy as np

img1 = cv.imread("./images/1.jpg")

img2 = cv.imread("./images/1_test.jpg")


# img = cv.add(img1,img2)
# img = cv.addWeighted(img1,0.5,img2,0.8,gamma=0)
rows,cols,channels = img2.shape
roi = img1[0:rows,0:cols]
img2gray = cv.cvtColor(img2,cv.COLOR_BGR2GRAY)
ret,mask = cv.threshold(img2gray,10,255,cv.THRESH_BINARY|cv.THRESH_OTSU)
cv.imshow("img3",roi)
cv.imshow("img1",mask)
mask_inv = cv.bitwise_xor(mask,mask)

img1_bg = cv.bitwise_or(roi,roi,mask=mask_inv)
cv.imshow("img1_bg",img1_bg)
cv.waitKey(0)
相关推荐
劈星斩月1 小时前
OpenCV 学习10-边缘检测(Edge Detection)
opencv·边缘检测
骄傲的心别枯萎1 天前
RV1126 NO.57:ROCKX+RV1126人脸识别推流项目之读取人脸图片并把特征值保存到sqlite3数据库
数据库·opencv·计算机视觉·sqlite·音视频·rv1126
中年程序员一枚1 天前
cv2.sqrBoxFilter 是 OpenCV 中用于计算像素邻域平方和的盒式滤波函数
人工智能·opencv·计算机视觉
棒棒的皮皮1 天前
【OpenCV】Python图像处理之平滑处理
图像处理·python·opencv·计算机视觉
棒棒的皮皮1 天前
【OpenCV】Python图像处理之重映射
图像处理·python·opencv·计算机视觉
中年程序员一枚1 天前
cv2.blur 是 OpenCV 中实现均值滤波(归一化盒式滤波) 的核心函数
人工智能·opencv·均值算法
技术净胜2 天前
MATLAB进行图像分割从基础阈值到高级分割
opencv·计算机视觉·matlab
骄傲的心别枯萎2 天前
RV1126 NO.56:ROCKX+RV1126人脸识别推流项目之VI模块和VENC模块讲解
人工智能·opencv·计算机视觉·音视频·rv1126
骄傲的心别枯萎2 天前
RV1126 NO.55:ROCKX+RV1126人脸识别推流项目讲解
opencv·计算机视觉·音视频·rv1126
码界奇点2 天前
Python与OpenCV集成海康威视工业相机从基础配置到高级应用的全方位指南
python·数码相机·opencv·相机·python3.11