Face Reconstruction from Deep Facial Embeddings using a Convolutional Neural Network.
Hatef Otroshi-ShahrezaVedrana Krivokuca HahnSébastien MarcelPublished in: ICIP (2022)
Keyphrases
- convolutional neural network
- face detection
- human faces
- facial features
- facial images
- face images
- facial expressions
- face region
- expression recognition
- facial recognition
- face recognition
- facial expression recognition
- detection method
- face model
- object detection
- face detector
- lighting conditions
- face analysis
- facial landmarks
- high resolution
- shape recovery
- high dimensional data
- face databases
- facial motion
- age estimation
- video sequences
- face alignment
- neural network
- facial shape
- computer vision
- active appearance models
- vector space
- face verification
- dimensionality reduction
- facial feature points
- eye detection
- image reconstruction
- manifold learning
- face tracking
- skin color
- pose variations
- face identification
- frontal view
- low dimensional
- active shape model
- landmark detection
- expression classification
- facial region
- nose tip
- gender classification
- euclidean space
- shape model
- low resolution
- input image
- machine learning