Low Resolution Face Recognition and Reconstruction Via Deep Canonical Correlation Analysis.
Zhao ZhangYunhao YuanXiao-Bo ShenYun LiPublished in: ICASSP (2018)
Keyphrases
- low resolution
- canonical correlation analysis
- high resolution
- face images
- face recognition
- super resolution
- high resolution images
- image super resolution
- higher resolution
- single image super resolution
- super resolution reconstruction
- low resolution images
- image reconstruction
- low resolution face images
- dense correspondences
- least squares
- human faces
- partial least squares
- discriminant analysis
- facial expressions
- feature extraction
- super resolved
- sparse representation
- super resolution algorithm
- image patches
- principal component analysis
- high quality
- face detection
- face databases
- computer vision
- dimensionality reduction methods
- feature selection
- three dimensional
- data sets
- linear discriminant analysis
- feature space
- subspace learning
- dictionary learning
- image restoration
- natural images
- machine learning
- feature set