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Reducing noise

We have a noisy image that we want to improve by removing the noise in it.

Small cute puppy
Preloaded as noisy_image.

Use total variation filter denoising to accomplish this.

This exercise is part of the course

Image Processing in Python

View Course

Exercise instructions

  • Import the denoise_tv_chambolle function from its module.
  • Apply total variation filter denoising.
  • Show the original noisy and the resulting denoised image.

Hands-on interactive exercise

Have a go at this exercise by completing this sample code.

# Import the module and function
from skimage.____ import ____

# Apply total variation filter denoising
denoised_image = ____(____, 
                                      multichannel=____)

# Show the noisy and denoised images
show_image(____, 'Noisy')
____(____, 'Denoised image')
Edit and Run Code