A parallel computation algorithm for super-resolution methods using convolutional neural networks.
Yusuke SugawaraSayaka ShiotaHitoshi KiyaPublished in: APSIPA (2017)
Keyphrases
- super resolution
- parallel computation
- high resolution images
- high resolution
- super resolution reconstruction
- parallel implementation
- resolution enhancement
- super resolution algorithm
- projection onto convex sets
- image super resolution
- reconstruction method
- parallel algorithm
- expectation maximization
- dynamic programming
- convolutional neural networks
- energy function
- low resolution
- computational complexity
- image resolution
- high quality
- test images
- low resolution images
- image processing
- image reconstruction
- three dimensional