Unified formulation of linear discriminant analysis methods and optimal parameter selection
- Author
- SENJIAN AN1 ; WANQUAN LIU1 ; VENKATESH, Svetha1 ; HONG YAN2 3
[1] Department of Computing, Curtin University of Technology, WA 6102, Australia
[2] Department of Electronic Engineering, City University of Hong Kong, Kowloon, Hong-Kong
[3] The School of Electrical and Information Engineering, University of Sydney, NSW 2006, Australia - Source
Pattern recognition. 2011, Vol 44, Num 2, pp 307-319, 13 p ; ref : 43 ref
- CODEN
- PTNRA8
- ISSN
- 0031-3203
- Scientific domain
- Computer science; Telecommunications
- Publisher
- Elsevier, Kidlington
- Publication country
- United Kingdom
- Document type
- Article
- Language
- English
- Author keyword
- Constrained ridge regression Face recognition Linear discriminant analysis Model selection Principal component analysis Under-sampled problem
- Keyword (fr)
- Analyse composante principale Analyse discriminante Apprentissage Base de données Biométrie Evaluation performance Méthode statistique Performance algorithme Reconnaissance automatique Reconnaissance forme Reconnaissance visage Sélection modèle Traitement image Valeur propre Validation croisée
- Keyword (en)
- Principal component analysis Discriminant analysis Learning Database Biometrics Performance evaluation Statistical method Algorithm performance Automatic recognition Pattern recognition Face recognition Model selection Image processing Eigenvalue Cross validation
- Keyword (es)
- Análisis componente principal Análisis discriminante Aprendizaje Base dato Biometría Evaluación prestación Método estadístico Resultado algoritmo Reconocimiento automático Reconocimiento patrón Selección modelo Procesamiento imagen Valor propio Validación cruzada
- Classification
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A05 Signal processing / 001D04A05A Pattern recognition
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A05 Signal processing / 001D04A05C Image processing
- Discipline
- Telecommunications and information theory
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 23384403
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1016/j.patcog.2010.08.026 
https://dx.doi.org/10.1016/j.patcog.2010.08.026
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