Multi-Channel Convolutional Neural Networks for Image Super-Resolution.
Shinya OhtaniYu KatoNobutaka KurokiTetsuya HiroseMasahiro NumaPublished in: IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2017)
Keyphrases
- multi channel
- image super resolution
- convolutional neural networks
- dictionary learning
- super resolution
- low resolution
- single channel
- image registration
- low resolution images
- sparse representation
- edge preserving
- kernel regression
- high resolution images
- high resolution
- maximum a posteriori
- map estimation
- image patches
- high quality
- image reconstruction
- regression model
- natural images
- computational complexity