A Hybrid Regularization-Based Multi-Frame Super-Resolution Using Bayesian Framework.
Mahmoud KhattabAkram M. ZekiAli Amer AlwanBelgacem BouallegueSafaa S. MatterAbdelmoty M. AhmedPublished in: Comput. Syst. Sci. Eng. (2023)
Keyphrases
- bayesian framework
- multi frame
- super resolution
- blind deconvolution
- low resolution
- high resolution
- image reconstruction
- prior knowledge
- maximum a posteriori
- motion estimation
- generative model
- low resolution images
- super resolution reconstruction
- super resolution image reconstruction
- single frame
- image restoration
- hyperparameters
- high quality
- image sequences
- posterior distribution
- higher resolution
- point correspondences
- depth map
- probability density function
- expectation maximization
- optical flow
- motion field
- computationally efficient