Deep residual networks with a fully connected reconstruction layer for single image super-resolution.
Yongliang TangJiashui HuangFaen ZhangWeiguo GongPublished in: Neurocomputing (2020)
Keyphrases
- fully connected
- single image super resolution
- sparse coding
- super resolution
- image patches
- scale free
- dictionary learning
- low resolution
- conditional random fields
- sparse representation
- natural images
- high resolution images
- high resolution
- compressive sensing
- image classification
- linear combination
- generative model
- face recognition
- activation function
- image reconstruction