Semi-Blind Spatially-Variant Deconvolution in Optical Microscopy with Local Point Spread Function Estimation by Use of Convolutional Neural Networks.
Adrian ShajkofciMichael LieblingPublished in: ICIP (2018)
Keyphrases
- spatially variant
- point spread function
- motion deblurring
- blur kernel
- blurred images
- spatially varying
- motion blur
- estimation algorithm
- image restoration
- blind deconvolution
- mathematical morphology
- map estimation
- multiple images
- synthetic and real images
- spatial domain
- transfer function
- image deblurring
- morphological filters
- image analysis
- radon transform
- additive noise
- single image
- linear combination
- edge information
- total variation
- structuring elements
- frame rate
- image processing
- super resolution
- fourier domain
- noise level
- motion model
- image enhancement
- camera motion
- natural images
- edge detection
- regularization parameter
- noisy images
- maximum likelihood
- markov random field
- image segmentation