This model include 7 basline methods and some datasets.
SRC)
1. Sparse Representation based Classifier (IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2008
This method has been optimized by two approaches,
i) Alternating Direction Method of Multipliers (ADMM), the main functiona is main_SRC_ADMM
ii) Blockwise Coordinate Descent (BCD), the main functiona is main_SRC
CRC)
2. Collaborative Representation based Classifier (IEEE International Conference on Computer Vision (ICCV), 2011
The main functiona is main_CRC
NRC)
3. Nonnegative Representation based Classifier (Pattern Recognition (PR), 2019
The main functiona is main_NRC
SLRC)
4. Superposed Linear Representation Classifier (IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018
The main functiona is main_SLRC
Euler-SRC)
5. Euler Sparse Representation based Classifier (AAAI Conference on Artificial Intelligence (AAAI), 2018
The main functiona is main_Euler_SRC
LC-KSVD)
6. Label Consistent K-SVD (IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2013
The main functiona is main_LCKSVD
CSDL)
7. Class Specific Dictionary Learning (Neurocomputing , 2016
The main functiona is main_CSDL
License
Our code is released under MIT License (see LICENSE file for details).