Face recognition using sparse representation-based classification on k-nearest subspace.
The sparse representation-based classification (SRC) has been proven to be a robust face recognition method. However, its computational complexity is very high due to solving a complex l(1)-minimization problem. To improve the calculation efficiency, we propose a novel face recognition method, calle...
Guardado en:
Autores principales: | Jian-Xun Mi, Jin-Xing Liu |
---|---|
Formato: | article |
Lenguaje: | EN |
Publicado: |
Public Library of Science (PLoS)
2013
|
Materias: | |
Acceso en línea: | https://doaj.org/article/93ba2e9144884899b42f25eb2b073b22 |
Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
-
SSRE: Cell Type Detection Based on Sparse Subspace Representation and Similarity Enhancement
por: Zhenlan Liang, et al.
Publicado: (2021) -
Analog Circuit Soft Fault Diagnosis Based on Sparse Random Projections and K-Nearest Neighbor
por: Jian Sun, et al.
Publicado: (2021) -
New robust face recognition methods based on linear regression.
por: Jian-Xun Mi, et al.
Publicado: (2012) -
Robust Motor Imagery Classification Using Sparse Representations and Grouping Structures
por: Vangelis P. Oikonomou, et al.
Publicado: (2020) -
Nearest feature line classifier based on collaborative representation with nearest neighbour search algorithm
por: Zhongjie Zhuang, et al.
Publicado: (2021)