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opening-and-closing's Introduction

Opening-and-Closing

Aim

To implement Opening and Closing using Python and OpenCV.

Software Required

  1. Anaconda - Python 3.7
  2. OpenCV

Algorithm:

Step 1:

Import the necessary packages.

Step 2:

Create the Text using cv2.putText.

Step 3:

Create the structuring element.

Step 4:

Use Opening operation.

Step 5:

Use Closing Operation.

Step 6:

Print the output and end the program.

Program:

Developed by : Gayathri A
Register Number : 212221230028

Import the necessary packages

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

Create the Text using cv2.putText

text_image = np.zeros((100,500),dtype = 'uint8')
font = cv2.FONT_HERSHEY_SIMPLEX = 3
cv2.putText(text_image,"GAYATHRI RAJ",(5,70),font,2,(255),5,cv2.LINE_AA)
plt.title("Original Image")
plt.imshow(text_image,'magma')
plt.axis('off')

Create the structuring element

kernel = cv2.getStructuringElement(cv2.MORPH_CROSS,(7,7))

Use Opening operation

opening_image = cv2.morphologyEx(text_image,cv2.MORPH_OPEN,kernel)
plt.title("Opening")
plt.imshow(opening_image,'magma')
plt.axis('off')

Use Closing Operation

closing_image = cv2.morphologyEx(text_image,cv2.MORPH_CLOSE,kernel)
plt.title("Closing")
plt.imshow(closing_image,'magma')
plt.axis('off')

Output:

Display the input Image

d11 1

Display the result of Opening

d11 2

Display the result of Closing

d11 3

Result

Thus the Opening and Closing operation is used in the image using python and OpenCV.

opening-and-closing's People

Contributors

gayathriraj18 avatar etjabajasphin avatar

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