Comparison of Training Strategies for Autoencoder-Based Monochromatic Image Denoising.
Piotr Józwik-WabikKrzysztof BernackiAdam PopowiczPublished in: Sensors (2023)
Keyphrases
- image denoising
- denoising
- natural images
- total variation
- noisy images
- partial differential equations
- image processing
- bilateral filtering
- wavelet coefficients
- additive gaussian noise
- denoising algorithm
- wavelet domain
- wavelet domain hidden markov tree
- restricted boltzmann machine
- augmented lagrangian
- machine learning
- total variation regularization
- convex optimization
- undecimated wavelet transform
- image deblurring
- multiscale
- nonlocal means
- pairwise
- wavelet denoising
- edge preservation
- probabilistic model
- image inpainting
- contourlet transform
- nonlinear diffusion
- higher order
- noise level