Super-resolution reconstruction algorithms based on fusion of deep learning mechanism and wavelet.
Qi ZhangHuafeng WangTao DuSichen YangYuehai WangZhiqiang XingWenle BaiYang YiPublished in: AIPR (2019)
Keyphrases
- learning mechanism
- super resolution
- high resolution
- low resolution
- image reconstruction
- high quality
- wavelet transform
- image restoration
- low resolution images
- motion blur
- learning process
- motion estimation
- resolution enhancement
- super resolution reconstruction
- wavelet coefficients
- multiscale
- image resolution
- denoising
- single frame
- learning algorithm
- image super resolution
- single image super resolution
- high resolution images
- video super resolution
- light field
- multi frame
- higher resolution
- learning rules
- super resolved
- depth map
- image fusion
- image patches
- feature extraction
- neural network