python_Opencv_图像的基础操作
目标
- 获取像素值并修改
- 获取图像的属性(信息)
- 图像的ROI()
- 图像通道的拆分及合并
- 为图像扩充边缘
几乎所有以上的操作,与Numpy 的关系都比与OpenCV 的关系更加紧密,因此熟练Numpy 可以帮助我们写出性能更好的代码。
获取像素值并修改
代码:
# import cv2
import numpy as np # 首先打开一张图片
img=cv2.imread('Koala.jpg') # 在图片中获取一个像素点
px=img[100,100]
# 打印出像素值,BGR图片显示【B,G,R】值
print px # 第三个参数0,1,2分别代表B,G,R
blue=img[100,100,0]
green=img[100,100,1]
red=img[100,100,2] print blue
print green
print red # 打印结果:
# [143 152 161]
#
#
# # 类似的方式可以用于修改像素值
img[100,100]=[255,255,255]
print img[100,100]
# 打印结果:[255 255 255] # 效率更快的方法,numpy中这些方法经过快速矩阵运算的优化
# 显示[10,10]位置的R值
print img.item(10,10,2)
# 修改它并显示
img.itemset((10,10,2),200)
print img.item(10,10,2)
#打印结果:
#
#
注意:
Numpy 是经过优化了的进行快速矩阵运算的软件包。所以我们不推荐逐个获取像素值并修改,这样会很慢,能有矩阵运算就不要用循环。
对于获取每一个像素值,也许使用Numpy 的array.item() 和array.itemset() 会更好。但是返回值是标量。如果你想获得所有B,G,R 的值,
你需要使用array.item() 分割他们。
获取图像的属性(信息)
- 图像的属性包括:行,列,通道,图像数据类型,像素数目等。
- img.shape 可以获取图像的形状。
- 他的返回值是一个包含行数,列数,通道数的元组。
- img.size返回像素点总数
- img.dtype 返回的是图像的数据类型.
看代码:
import cv2
import numpy as np # 首先打开一张图片
img=cv2.imread('Koala.jpg') #图像形状
print img.shape
## (384L, 512L, 3L) # 像素的数量
print img.size
## 589824 # 图像的数据类型
print img.dtype
## uint8
图像ROI
- 有时候我们需要对一幅图像的特定区域进行操作。
- 例如我们要检测一副图像中眼睛的位置,我们首先应该在图像中找到脸,再在脸的区域中找眼睛,而不是直接在一幅图像中搜索。
- 这样会提高程序的准确性和性能。ROI 也是使用Numpy 索引来获得的。
参照PDF中的一个例子,直接拿过来:
import cv2
import numpy as np
img=cv2.imread('/home/duan/workspace/opencv/images/roi.jpg') ball=img[280:340,330:390]
img[273:333,100:160]=ball cv2.imshow('image',img)
cv2.waitKey(0)
cv2.destroyAllWindows()
结果:图中的球的部分整体复制一块到其他位置
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" alt="" />
图像通道的拆分及合并
代码
# -*- coding: utf-8 -*- # 有时需要对BGR 三个通道分别进行操作。
# 就需要把BGR 拆分成单个通道。
# 有时也需要把独立通道的图片合并成一个BGR 图像
import cv2
import numpy as np img=cv2.imread('Koala.jpg') # 载入图片 cv2.imshow("img0",img) # 未处理的图片
b,g,r=cv2.split(img) # 拆分通道 cv2.imshow("Red",r) # R、G、B单通道图
cv2.imshow("Green",g)
cv2.imshow("Blue",b) img=cv2.merge([b,g,r]) # 合并图像 cv2.imshow("img",img) # 合并3个通道的结果
cv2.waitKey(0)
cv2.destroyAllWindows()
split 和 merge
# -*- coding: utf-8 -*- # 之前的方法是用split切分,比较耗时,一般可以用numpy索引,如下
import cv2
import numpy as np img=cv2.imread('Koala.jpg')
b=img[:,:,0] # g=img[:,:,1] ,r=img[:,:,2] cv2.imshow("blue",b) img[:,:,2]=0 #表示r通道置0 cv2.imshow("r0",img) cv2.waitKey(0)
cv2.destroyAllWindows()
numpy索引操作图像通道
为图像扩充边缘
# -*- coding: utf-8 -*- #为图像扩边(填充),有多种边框形式 import cv2
import numpy as np
from matplotlib import pyplot as plt BLUE=[255,0,0] # 蓝色 img1=cv2.imread('Koala.jpg') # copyMakeBorder函数的参数:src源,top, bottom, left, right 对应边界的像素数目,
# 最后一个是borderType :边界类型
replicate = cv2.copyMakeBorder(img1,10,10,10,10,cv2.BORDER_REPLICATE)
reflect = cv2.copyMakeBorder(img1,10,10,10,10,cv2.BORDER_REFLECT)
reflect101 = cv2.copyMakeBorder(img1,10,10,10,10,cv2.BORDER_REFLECT_101)
wrap = cv2.copyMakeBorder(img1,10,10,10,10,cv2.BORDER_WRAP)
constant= cv2.copyMakeBorder(img1,10,10,10,10,cv2.BORDER_CONSTANT,value=BLUE) plt.subplot(231),plt.imshow(img1,'gray'),plt.title('ORIGINAL') #231代表2行3列第一个
plt.subplot(232),plt.imshow(replicate,'gray'),plt.title('REPLICATE') #以此类推
plt.subplot(233),plt.imshow(reflect,'gray'),plt.title('REFLECT')
plt.subplot(234),plt.imshow(reflect101,'gray'),plt.title('REFLECT_101')
plt.subplot(235),plt.imshow(wrap,'gray'),plt.title('WRAP')
plt.subplot(236),plt.imshow(constant,'gray'),plt.title('CONSTANT') plt.show()
为图像加边框
代码中都有一些注释,这些都是我自己跟着PDF敲的一些例子程序.
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