Personalized Federated Deep Learning for Pain Estimation From Face Images.
Ognjen RudovicNicolas TobisSebastian KaltwangBjörn W. SchullerDaniel RueckertJeffrey F. CohnRosalind W. PicardPublished in: CoRR (2021)
Keyphrases
- face images
- deep learning
- face recognition
- human faces
- facial expressions
- principal component analysis
- unsupervised learning
- feature vectors
- facial features
- low resolution
- input image
- gender recognition
- high resolution
- machine learning
- feature extraction
- test images
- estimation accuracy
- training set
- face verification
- data sets
- data mining
- semi supervised
- multiscale
- similarity measure
- computer vision
- human visual system
- facial images