Batch-Less Stochastic Gradient Descent for Compressive Learning of Deep Regularization for Image Denoising.
Hui ShiYann TraonmilinJean-François AujolPublished in: J. Math. Imaging Vis. (2024)
Keyphrases
- stochastic gradient descent
- image denoising
- denoising
- natural images
- regularization parameter
- matrix factorization
- total variation
- noisy images
- loss function
- supervised learning
- least squares
- image processing
- wavelet coefficients
- step size
- online algorithms
- online learning
- learning algorithm
- learning problems
- computer vision
- optical flow
- evolutionary algorithm
- object recognition
- image segmentation