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Reducing noise while preserving edges

In this exercise, you will reduce the noise in this landscape picture.

Landscape of a river
Preloaded as landscape_image.

Since we prefer to preserve the edges in the image, we'll use the bilateral denoising filter.

Questo esercizio fa parte del corso

Image Processing in Python

Visualizza il corso

Istruzioni dell'esercizio

  • Import the denoise_bilateral function from its module.
  • Apply bilateral filter denoising.
  • Show the original noisy and the resulting denoised image.

Esercizio pratico interattivo

Prova a risolvere questo esercizio completando il codice di esempio.

# Import bilateral denoising function
____

# Apply bilateral filter denoising
denoised_image = ____(____, 
                                   multichannel=____)

# Show original and resulting images
show_image(____, 'Noisy image')
show_image(____, 'Denoised image')
Modifica ed esegui il codice