Super-resolution of compressed videos using convolutional neural networks.
Armin KappelerSeunghwan YooQiqin DaiAggelos K. KatsaggelosPublished in: ICIP (2016)
Keyphrases
- super resolution
- convolutional neural networks
- video super resolution
- low resolution
- high resolution
- real world video sequences
- image reconstruction
- high resolution video
- motion compensation
- image restoration
- motion estimation
- video sequences
- low resolution images
- super resolution reconstruction
- high resolution images
- resolution enhancement
- video frames
- higher resolution
- high quality
- image resolution
- single frame
- video analysis
- depth map
- image patches
- multi frame
- motion blur
- super resolved
- compressed domain
- single image super resolution
- low spatial resolution
- light field
- video coding
- adaptive regularization
- video data
- computational complexity