Deep Learning Based Single Image Super-resolution: A Survey.
Viet Khanh HaJinchang RenXinying XuSophia ZhaoGang XieValentin Masero VargasAmir HussainPublished in: Int. J. Autom. Comput. (2019)
Keyphrases
- deep learning
- single image super resolution
- sparse coding
- unsupervised learning
- super resolution
- dictionary learning
- image patches
- low resolution
- sparse representation
- machine learning
- mental models
- weakly supervised
- high resolution
- natural images
- image representation
- image classification
- semi supervised
- generative model
- dimensionality reduction
- linear combination
- image restoration
- higher order
- pattern recognition
- computer vision