Generation of High Resolution Medical Images Using Super Resolution via Sparse Representation.
Muhammad AsifShoab Ahmed KhanTaimur HassanM. Usman AkramArslan ShaukatPublished in: AECIA (2016)
Keyphrases
- medical images
- sparse representation
- super resolution
- high resolution
- low resolution
- single image super resolution
- dictionary learning
- image super resolution
- sparse coding
- image reconstruction
- high resolution images
- image restoration
- low resolution images
- image patches
- high quality
- compressive sensing
- single image
- super resolution reconstruction
- super resolved
- face recognition
- image classification
- higher resolution
- magnetic resonance imaging
- signal processing
- dimensionality reduction
- random projections
- multi frame
- remote sensing
- motion estimation
- test images
- spatial resolution
- image representation
- image processing
- machine learning
- high dimensional data
- super resolution algorithm
- unsupervised learning
- pattern recognition
- data mining