Variational Bayesian Approach to Multiframe Image Restoration.
Motoharu SonogashiraTakuya FunatomiMasaaki IiyamaMichihiko MinohPublished in: IEEE Trans. Image Process. (2017)
Keyphrases
- image restoration
- multi frame
- super resolution
- variational framework
- optical flow
- motion estimation
- high resolution
- low resolution
- total variation
- image reconstruction
- point correspondences
- image sequences
- edge preserving
- motion blur
- image segmentation
- regularization parameter
- iterative image restoration
- image processing
- optical flow estimation
- computationally efficient
- markov random field
- gaussian noise
- variational methods
- motion analysis
- video frames
- high quality
- image deblurring
- modified hopfield neural network
- optic flow
- flow field
- level set
- degraded images