Medical image super-resolution via transformer-based hierarchical encoder-decoder network.
Jianhao SunXiangqin ZengXiang LeiMingliang GaoQilei LiHousheng ZhangFengli BaPublished in: Netw. Model. Anal. Health Informatics Bioinform. (2024)
Keyphrases
- super resolution
- medical images
- motion estimation
- pixel domain
- low resolution
- high resolution
- image reconstruction
- low resolution images
- low complexity
- resolution enhancement
- image super resolution
- multi frame
- region of interest
- high resolution images
- super resolution reconstruction
- super resolved
- high quality
- medical imaging
- magnetic resonance imaging
- medical image retrieval
- rate distortion
- video codec
- bit rate
- distributed video coding
- wavelet transform
- image patches
- video compression
- depth map
- super resolution algorithm
- feature space
- video sequences