SwinFace: A Multi-task Transformer for Face Recognition, Expression Recognition, Age Estimation and Attribute Estimation.
Lixiong QinMei WangChao DengKe WangXi ChenJiani HuWeihong DengPublished in: CoRR (2023)
Keyphrases
- expression recognition
- face images
- age estimation
- multi task
- face recognition
- facial expressions
- estimation accuracy
- facial images
- facial expression recognition
- learning tasks
- human faces
- pose variations
- facial features
- face identification
- illumination variations
- face detection
- principal component analysis
- feature extraction
- face databases
- multi class
- feature selection
- local binary pattern
- feature points
- high resolution
- face verification
- input image
- transfer learning
- feature vectors
- learning algorithm
- sparse representation
- pairwise
- training set
- video sequences
- image processing
- image classification
- computer vision