Super-resolution Reconstruction Using Multiconnection Deep Residual Network Combined an Improved Loss Function for Single-frame Image.
Yuhua PengPublished in: Multim. Tools Appl. (2020)
Keyphrases
- super resolution reconstruction
- single frame
- loss function
- multi frame
- super resolution
- low resolution
- low resolution images
- high resolution
- high resolution images
- image sequences
- space time
- image features
- motion estimation
- image classification
- pairwise
- input image
- image segmentation
- video sequences
- video frames
- point correspondences
- optical flow
- multiscale
- image restoration
- multimedia
- image retrieval
- support vector
- similarity measure
- natural images
- energy function
- range images
- vector field
- feature points
- test images
- image patches
- filtering algorithm
- computational complexity
- reconstruction method
- three dimensional
- image super resolution
- machine learning