BLS-GSM

  1. DESCRIPTION

  2. EXAMPLES

      2.1. Simulated Noise

      2.2. Real Noise

  3. TEST IMAGES

  4. SOFTWARE

 


 

 

2.1. Denoising results obtained with simulated noisy images

 

Results from [Portilla 2003b] obtained using standard test images contaminated with Gaussian white noise of the indicated standard deviation (sigma).

 

 

     Detail of Barbara with added Gaussian noise (sigma = 25)

   After denoising, using the full steerable pyramid (5 scales, 8 orientations)

 

MORE EXAMPLES:

ORIGINAL

 

Lena

Barbara

Boat

House

NOISY+DENOISED w/ sigma

 

10, 15, 20, 25, 50, 100

10, 15, 20, 25, 50, 100

10, 15, 20, 25, 50, 100

10, 15, 20, 25, 50, 100

                                     

All of them - only denoised, zipped, 2.48 Mb

(packed originals can be downloaded from TEST IMAGES,

the same noise samples can be easily generated using "randn('seed',0)" in Matlab)

 

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