|Image denoising with multi-layer perceptrons|
Harold Christopher Burger
Christian J. Schuler
NEW July 2013:
Link to our GCPR 2013 paper, supplementary material and software.
Image denoising with multi-layer perceptrons, part 1: comparison with existing algorithms and with bounds
Image denoising with multi-layer perceptrons, part 2: training trade-offs and analysis of their mechanisms
We managed to improve on our results published in CVPR 2012.
Download the new toolbox.
The toolbox requires that you download the weights (one for each noise level):
sigma = 10 (~50 MB)
sigma = 25 (~103 MB)
sigma = 35 (~103 MB)
sigma = 50 (~103 MB)
sigma = 65 (~103 MB)
sigma = 75 (~61 MB)
sigma = 170 (~103 MB)
Once downloaded, place the weights files in the toolbox folder.
Link to our CVPR 2012 paper, supplementary material and software.
Patch-wise denoising with an MLP