Exploiting Restricted Boltzmann Machines and Deep Belief Networks in Compressed Sensing.
Luisa F. PolaníaKenneth E. BarnerPublished in: IEEE Trans. Signal Process. (2017)
Keyphrases
- deep belief networks
- restricted boltzmann machine
- deep learning
- sparse coding
- unsupervised learning
- sparse representation
- image reconstruction
- probabilistic model
- hierarchical models
- machine learning
- generative model
- probabilistic graphical models
- conditional random fields
- learning algorithm
- natural images
- semi supervised
- approximate inference
- neural network
- signal processing
- graphical models
- pattern recognition
- hidden layer
- computer vision
- active learning