Synthetic to Authentic: Transferring Realism to 3D Face Renderings for Boosting Face Recognition.
Parsa RahimiBehrooz RazeghiSébastien MarcelPublished in: CoRR (2024)
Keyphrases
- face recognition
- photorealistic
- illumination conditions
- face images
- human faces
- facial expressions
- discriminant analysis
- virtual reality
- recognition rate
- principal component analysis
- ensemble learning
- computer vision
- computer graphics
- face databases
- local binary pattern
- facial images
- linear discriminant analysis
- learning algorithm
- learning experience
- illumination variations
- face detection
- feature selection
- feature extraction
- machine learning
- sparse representation
- real world
- weak classifiers
- open ended
- hand held
- image acquisition
- learning process
- range images
- weak learners
- d morphable model
- single image
- human face recognition
- transfer learning
- adaboost algorithm
- constructivist learning environments
- complex scenes
- image space
- ensemble methods
- recognition algorithm
- light source
- learning activities
- video sequences