Optimal deep transfer learning based ethnicity recognition on face images.
Marwa Ismael ObayyaSaud S. AlotaibiSami DhahbiRana AlabdanMesfer Al DuhayyimManar Ahmed HamzaMohammed RizwanullahAbdelwahed MotwakelPublished in: Image Vis. Comput. (2022)
Keyphrases
- transfer learning
- face images
- human face recognition
- face recognition
- face recognition systems
- face recognition algorithms
- feature extraction
- recognition rate
- human faces
- facial expressions
- face matching
- learning tasks
- recognition accuracy
- automatic face
- face databases
- expression recognition
- face verification
- principal component analysis
- labeled data
- facial features
- reinforcement learning
- semi supervised learning
- cross domain
- feature vectors
- active learning
- training set
- transfer knowledge
- machine learning
- face representation
- object recognition
- collaborative filtering
- text categorization
- learning algorithm
- gesture recognition
- age estimation
- text classification
- gender classification
- ar face database
- high resolution
- training samples
- illumination variations
- machine learning algorithms
- recognition algorithm
- image set
- pose variations
- multi task
- data sets
- action recognition
- target domain
- face detection
- training data