4 search results - page 1 / 1 » An L1 criterion for dictionary learning by subspace identifi... |
111
Voted
ICASSP
2010
IEEE
15 years 25 days ago
2010
IEEE
We propose an ℓ1 criterion for dictionary learning for sparse signal representation. Instead of directly searching for the dictionary vectors, our dictionary learning approach i...
145
Voted
IJON
2010
14 years 11 months ago
2010
Linear Discriminant Analysis (LDA) is a well-known scheme for supervised subspace learning. It has been widely used in the applications of computer vision and pattern recognition....
125
Voted
ICCV
2011
IEEE
14 years 20 days ago
2011
IEEE
Linear subspace learning (LSL) is a popular approach to image recognition and it aims to reveal the essential features of high dimensional data, e.g., facial images, in a lower di...
125
Voted
CVPR
2010
IEEE
15 years 4 months ago
2010
IEEE
In a sparse-representation-based face recognition scheme, the desired dictionary should have good representational power (i.e., being able to span the subspace of all faces) while...