Restricted Boltzmann machine approach to couple dictionary training for image super-resolution.
Junbin GaoYi GuoMing YinPublished in: ICIP (2013)
Keyphrases
- image super resolution
- restricted boltzmann machine
- deep learning
- low resolution
- dictionary learning
- super resolution
- image registration
- conditional random fields
- learning algorithm
- high resolution
- semi supervised
- sparse representation
- higher order
- image patches
- maximum a posteriori
- hidden layer
- training examples
- transfer learning
- object recognition
- natural images
- prior knowledge
- probabilistic graphical models
- artificial neural networks
- image segmentation