Super-Resolution Reconstruction Using Deep Learning: Should We Go Deeper?
Daniel KostrzewaSzymon PiechaczekKrzysztof HrynczenkoPawel BeneckiJakub NalepaMichal KawulokPublished in: BDAS (2019)
Keyphrases
- deep learning
- super resolution reconstruction
- super resolution
- space time
- low resolution
- high resolution
- unsupervised learning
- machine learning
- motion estimation
- high resolution images
- multi frame
- low resolution images
- image super resolution
- mental models
- interpolation method
- weakly supervised
- high quality
- data sets
- pattern recognition
- high efficiency
- learning algorithm
- video sequences
- object recognition