Effect of Training and Test Datasets on Image Restoration and Super-Resolution by Deep Learning.
Ogun KirmemisA. Murat TekalpPublished in: EUSIPCO (2018)
Keyphrases
- image restoration
- super resolution
- deep learning
- high resolution
- low resolution
- image reconstruction
- edge preserving
- total variation
- motion blur
- machine learning
- single image
- motion estimation
- unsupervised learning
- degraded images
- multi frame
- high quality
- image deblurring
- wiener filter
- regularization parameter
- training set
- color images
- multiscale
- three dimensional
- image classification
- image patches
- supervised learning
- reconstructed image
- blurred images
- image prior