Boosting Deep Face Recognition via Disentangling Appearance and Geometry.
Ali DaboueiFariborz TaherkhaniSobhan SoleymaniJeremy M. DawsonNasser M. NasrabadiPublished in: CoRR (2020)
Keyphrases
- face recognition
- linear subspace
- geometric information
- varying illumination
- unsupervised feature learning
- face images
- discriminant analysis
- appearance manifolds
- object geometry
- human faces
- linear discriminant analysis
- probe image
- recognition rate
- appearance model
- three dimensional
- deep learning
- photometric properties
- subspace learning
- feature selection
- sparse representation
- local binary pattern
- face detection
- ensemble methods
- scene geometry
- facial images
- ensemble learning
- weak learners
- principal component analysis
- low dimensional
- object shape
- boosting algorithms
- face databases
- base classifiers
- face verification
- weak classifiers
- bounding box