Deep Learning-Based Single-Image Super-Resolution: A Comprehensive Review.
Karansingh ChauhanShail Nimish PatelMalaram KumharJitendra BhatiaSudeep TanwarInnocent Ewean DavidsonThokozile F. MazibukoRavi SharmaPublished in: IEEE Access (2023)
Keyphrases
- deep learning
- single image super resolution
- sparse coding
- unsupervised learning
- super resolution
- low resolution
- dictionary learning
- image patches
- machine learning
- sparse representation
- linear combination
- mental models
- image classification
- probabilistic model
- maximum likelihood
- natural images
- prior knowledge
- high dimensional
- data analysis
- bayesian networks
- high quality
- weakly supervised
- clustering algorithm
- image prior
- data mining