Single image super resolution using deep convolutional generative neural networks.
Ceren Guzel TurhanHasan Sakir BilgePublished in: SIU (2018)
Keyphrases
- single image super resolution
- sparse coding
- neural network
- generative model
- unsupervised learning
- dictionary learning
- deep learning
- sparse representation
- super resolution
- natural images
- pattern recognition
- image patches
- image classification
- low resolution
- linear combination
- probabilistic model
- high resolution images
- image representation
- high resolution
- machine learning
- object recognition
- compressive sensing
- face recognition
- ground truth
- high dimensional