Evaluating Face Image Quality Score Fusion for Modern Deep Learning Models.
Torsten SchlettChristian RathgebJuan E. TapiaChristoph BuschPublished in: BIOSIG (2022)
Keyphrases
- learning models
- image quality
- score fusion
- face authentication
- biometric authentication
- match scores
- machine learning
- image data
- learning algorithm
- loss function
- conditional random fields
- learning tasks
- semi supervised learning
- machine learning algorithms
- classification models
- high quality
- feature fusion
- face images
- human faces
- learning problems
- fusion method
- biometric systems
- face verification
- face recognition
- decision trees
- principal component analysis
- likelihood ratio
- information retrieval
- facial images
- image processing
- face model
- facial expressions
- computer vision
- high resolution
- data sets