Inferring sparsity: Compressed sensing using generalized restricted Boltzmann machines.
Eric W. TramelAndre ManoelFrancesco CaltagironeMarylou GabriéFlorent KrzakalaPublished in: ITW (2016)
Keyphrases
- compressed sensing
- compressive sampling
- restricted boltzmann machine
- sparse representation
- image reconstruction
- random projections
- orthogonal matching pursuit
- deep learning
- natural images
- probabilistic graphical models
- image classification
- compressive sensing
- fourier domain
- conditional random fields
- high dimensional
- image patches
- learning algorithm
- signal processing
- dimensionality reduction
- semi supervised
- face recognition
- higher order
- image segmentation
- pattern recognition
- clustering algorithm