The faster proximal algorithm, the better unfolded deep learning architecture ? The study case of image denoising.
Hoang Trieu Vy LeNelly PustelnikMarion FoarePublished in: EUSIPCO (2022)
Keyphrases
- image denoising
- deep learning
- denoising
- total variation regularization
- undecimated wavelet transform
- image processing
- image inpainting
- expectation maximization
- learning algorithm
- energy function
- segmentation algorithm
- natural images
- probabilistic model
- computational complexity
- conditional random fields
- noisy images
- signal processing
- computer vision