Optical flow based super-resolution: A probabilistic approach.
Rik FransensChristoph StrechaLuc Van GoolPublished in: Comput. Vis. Image Underst. (2007)
Keyphrases
- super resolution
- optical flow
- motion estimation
- low resolution
- high resolution
- image reconstruction
- multi frame
- image restoration
- low resolution images
- high quality
- super resolved
- single frame
- generative model
- super resolution reconstruction
- motion blur
- resolution enhancement
- motion model
- motion field
- high resolution images
- image sequences
- energy minimization framework
- adaptive regularization
- image super resolution
- video super resolution
- optical flow estimation
- motion segmentation
- flow field
- computer vision
- image resolution
- higher resolution
- dense motion estimation
- image patches
- vector field
- camera motion
- least squares
- light field
- depth map
- probabilistic model
- high resolution video
- coarse to fine
- motion compensation
- super resolution algorithm
- moving objects
- video sequences
- three dimensional