Transferring from face recognition to face attribute prediction through adaptive selection of off-the-shelf CNN representations.
Yang ZhongJosephine SullivanHaibo LiPublished in: ICPR (2016)
Keyphrases
- face recognition
- face images
- human faces
- face databases
- facial expressions
- facial images
- face recognition systems
- face identification
- method for face recognition
- robust face recognition
- face matching
- prediction accuracy
- pose variations
- person identification
- face recognition algorithms
- feature extraction
- elastic bunch graph matching
- lighting conditions
- face verification
- linear discriminant analysis
- face detection
- appearance based face recognition
- recognizing faces
- frontal face images
- illumination normalization
- recognize faces
- principal component analysis
- face space
- prediction algorithm
- prediction model
- discriminant analysis
- facial features
- attribute values
- cellular neural networks
- prediction error
- recognition accuracy
- feature points
- recognition rate
- face model
- facial recognition
- neural network
- probe image