AI Pool
Log in

How to find the center of the contour?

I've got some images with contours and I need to find their center. I'm using OpenCV and it will be great if the solution will be within OpenCV.

opencvcontours
2 votesJW253.00
1 Answers
NN160.00
2

If you need to solve it with OpenCV, just use momentum and find contours for the mask. Here is how you can make it.

import cv2
import imutils
import numpy as np
import matplotlib.pyplot as plt

mask = cv2.imread('resources/img.png')
plt.imshow(mask, cmap='gray')
plt.show()

gray = cv2.cvtColor(mask, cv2.COLOR_BGR2GRAY)
blurred = cv2.GaussianBlur(gray, (5, 5), 0)
thresh = cv2.threshold(blurred, 60, 255, cv2.THRESH_BINARY)[1]

cnts = cv2.findContours(thresh.copy(), cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE)
cnts = imutils.grab_contours(cnts)

for c in cnts:
    # compute the center of the contour
    M = cv2.moments(c)
    cX = int(M["m10"] / M["m00"])
    cY = int(M["m01"] / M["m00"])

    # draw the center of the shape on the image
    cv2.circle(mask, (cX, cY), 7, (0, 0, 255), -1)

    # show the image
    plt.imshow(mask, cmap='gray')
    plt.show()

This is how you can get the centers for every contour.

Reply
JW253.00
0

Great, it is so helpful. Thanks

Couldn't find what you were looking for?and we will find an expert to answer.
How helpful was this page?