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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 Operatio

Program:

/*
Developed by   : M.GUNASEKHAR
Register Number: 212221240014
*/
# Import the necessary packages

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

# Create the Text using cv2.putText

img=np.zeros((100,400),dtype='uint8')
font=cv2.FONT_ITALIC
cv2.putText(img,'guna',(5,70),font,2,(255),5,cv2.LINE_AA)
plt.axis('off')
plt.imshow(img)
plt.show()

# Create the structuring element 

kernel=cv2.getStructuringElement(cv2.MORPH_RECT,(9,9))

# Use Opening operation

image_open=cv2.morphologyEx(img,cv2.MORPH_OPEN,kernel)
plt.axis('off')
plt.imshow(image_open)
plt.show()

# Use Closing Operation

image_close=cv2.morphologyEx(img,cv2.MORPH_CLOSE,kernel)
plt.axis('off')
plt.imshow(image_close)
plt.show()




Output:

Display the input Image

OUTPUT

Display the result of Opening

OUTPUT

Display the result of Closing

OUTPUT

Result

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

opening-and-closing's People

Contributors

etjabajasphin avatar gunasekhar159 avatar

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