On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional Neural Networks.
Jeremias SulamAviad AberdamMichael EladPublished in: CoRR (2018)
Keyphrases
- multi layer
- convolutional neural networks
- basis pursuit
- denoising
- convex optimization
- compressed sensing
- convolutional network
- total variation
- neural network
- image denoising
- neural nets
- natural images
- proximal point algorithm
- image reconstruction
- image processing
- single layer
- sparse representation
- image restoration
- signal processing
- random projections
- dimensionality reduction
- multiple layers
- motion estimation
- data analysis
- multiscale