Open-set face recognition with maximal entropy and Objectosphere loss.
Rafael Henrique VaretoYu LinghuTerrance E. BoultWilliam Robson SchwartzManuel GüntherPublished in: Image Vis. Comput. (2024)
Keyphrases
- face recognition
- face images
- recognition rate
- discriminant analysis
- information theory
- recognition accuracy
- linear discriminant analysis
- mutual information
- feature extraction
- information theoretic
- human faces
- face detection
- subspace methods
- face identification
- principal component analysis
- face recognition systems
- fuzzy entropy
- shannon entropy
- database
- minimum error
- gabor features
- elastic bunch graph matching
- face databases
- sparse representation
- facial expressions
- image sequences
- linear subspace
- subspace learning
- relative entropy
- person identification
- high dimensional
- conditional entropy
- computer vision
- expected loss
- thermal infrared
- real time