Super-resolution Using GMM and PLS Regression.
Yuki OgawaTakahiro HoriTetsuya TakiguchiYasuo ArikiPublished in: ISM (2012)
Keyphrases
- super resolution
- partial least squares
- low resolution
- gaussian mixture model
- high resolution
- regression model
- image reconstruction
- image restoration
- high resolution images
- motion estimation
- regression methods
- low resolution images
- dimension reduction
- super resolved
- high quality
- resolution enhancement
- multi frame
- super resolution reconstruction
- image super resolution
- motion blur
- higher resolution
- light field
- depth map
- model selection
- single frame
- principal component analysis
- expectation maximization
- image resolution
- background subtraction
- ls svm
- cross validation
- em algorithm
- kernel regression
- spatial resolution
- linear regression
- latent variables
- image patches