Image Quality Enhancement with Machine Learning Based Multi-Step Super-Resolution.
Niai YanoHiroshi WatanabePublished in: ICAIIC (2020)
Keyphrases
- multi step
- super resolution
- image quality
- machine learning
- high quality
- image resolution
- low resolution
- high resolution
- image reconstruction
- compression artifacts
- low resolution images
- reconstructed image
- resolution enhancement
- visual quality
- image restoration
- motion estimation
- knn
- compression ratio
- high resolution images
- multi frame
- motion blur
- image data
- feature selection
- super resolved
- bit rate
- image super resolution
- computer vision
- active learning
- k nearest neighbor
- decision trees
- pixel values
- depth map
- image patches
- super resolution algorithm
- video coding
- image processing
- three dimensional
- supervised learning
- learning algorithm
- semi supervised
- support vector machine
- training data
- single image super resolution
- neural network