A versatile Wavelet-Enhanced CNN-Transformer for improved fluorescence microscopy image restoration.
Qinghua WangZiwei LiShuqi ZhangNan ChiQionghai DaiPublished in: Neural Networks (2024)
Keyphrases
- image restoration
- fluorescence microscopy
- edge preserving
- total variation
- image processing
- markov random field
- iterative image restoration
- regularization parameter
- super resolution
- denoising
- degraded images
- point spread function
- modified hopfield neural network
- partial discharge
- wavelet transform
- blurred images
- image deblurring
- regularization method
- low level vision
- image deconvolution
- motion blur
- wavelet coefficients
- multiresolution
- adaptive neighborhood
- blind image restoration
- total least squares
- wavelet domain
- restoration method
- restoration algorithm
- restored image
- model selection
- wiener filter
- high resolution
- image prior
- image sequences