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我是 python 新手,我正在玩背景减法来可视化更改前后图像的变化。

cv2我使用该库编写了一个简短的脚本:

#!/usr/bin/env python

import cv2 as cv
import numpy as np
from matplotlib import pyplot as plt


#GRAYSCALE ONLY FOR TESTING
#Test with person appearing in image
img1 = cv.imread("images/1.jpg", 0)
img2 = cv.imread("images/2.jpg", 0)
img3 = cv.subtract(img1, img2)
ret,thresh1 = cv.threshold(img3,90,255,cv.THRESH_BINARY)


#Test with satelite image of japan landslide changes after earthquake 
jl_before = cv.imread("images/japan_earthquake_before.jpg",0)
jl_after = cv.imread("images/japan_earthquake_after.jpg",0)
jl_subtraction = cv.subtract(jl_before, jl_after)
ret,thresh2 = cv.threshold(img3,20,255,cv.THRESH_BINARY)

images = [img1, img2, thresh1, jl_before, jl_after, thresh2]
titles = ["Image1", "Image2", "Changes", "Japan_Before", "Japan_After", "Japan_Changes" ]
for i in range(6):
    plt.subplot(2,3,i+1),plt.imshow(images[i],'gray')
    plt.title(titles[i])
    plt.xticks([]),plt.yticks([])
plt.show()

结果如下所示:

在此处输入图像描述

为什么第二组图像的掩码中存在与第一组图像不同的掩码?

我使用了不同的变量,thresh1并且thresh2.

任何帮助将不胜感激,因为我似乎找不到问题。

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1 回答 1

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因为您在复制粘贴时错过了更改:

ret,thresh2 = cv.threshold(img3,20,255,cv.THRESH_BINARY)
                           ^^^^
于 2018-11-07T15:10:40.477 回答