如何使用python和Opencv计算图像中的点数? [英] How to count number of dots in an image using python and Opencv?

问题描述

我想计算图像中的点数.图像看起来像

我参考了这个 SOF 链接

I want to count number of dots in an image. The image looks like

I referred to this SOF link count colored dots in image But this is for colored links , So anyone here can guide me over how to handle this and count black dots out of white back.

解决方案

1. thredhold using THRESH_BINARY_INV flag, change to black-background-white-foreground.
2. findContours, filter the contours by area(calculated by contourArea)
3. You get it

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import cv2
gray = cv2.imread("dots.jpg", 0)

## threshold
th, threshed = cv2.threshold(gray, 100, 255,cv2.THRESH_BINARY_INV|cv2.THRESH_OTSU)

## findcontours
cnts = cv2.findContours(threshed, cv2.RETR_LIST, cv2.CHAIN_APPROX_SIMPLE)[-2]


## filter by area
s1= 3
s2 = 20
xcnts = []
for cnt in cnts:
    if s1<cv2.contourArea(cnt) <s2:
        xcnts.append(cnt)

print("Dots number: {}".format(len(xcnts)))
#Dots number: 23

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