Enhanced ResNet-based super-resolution method for two-photon microscopy image.
Guimin LinTianjian LiuLida QiuXiyao ChenPublished in: Signal Image Video Process. (2022)
Keyphrases
- super resolution
- low resolution images
- high resolution
- low resolution
- high resolution images
- low quality images
- single image
- super resolution reconstruction
- image super resolution
- resolution enhancement
- image reconstruction
- test images
- adaptive regularization
- super resolution algorithm
- image analysis
- single frame
- higher resolution
- pixel values
- reconstruction method
- back projection
- multi frame
- high quality
- image patches
- image restoration
- edge detection
- multiresolution
- multiscale
- super resolved
- motion estimation
- image segmentation
- projection onto convex sets
- field of view
- energy function
- imaging process
- image pyramid