Locality-Constraint-Dictionary-Learning-with-Support-Vector

These codes are for the following paper published in IEEE Access,

He-Feng Yin, Xiao-Jun Wu, Su-Gen Chen. Locality Constraint Dictionary Learning With Support Vector for Pattern Classification. IEEE Access, 2019, 7: 175071-175082.

The link is,
https://ieeexplore.ieee.org/abstract/document/8920031

Flowchart of our proposed LCDL-SV is,



Just run demo_EYaleB.m and you will obtain the following result,

Accuracy of LCDL-SV (Res) is 91.51%
Accuracy of LCDL-SV (SVM) is 97.15%
Accuracy of LCDL-SV is 97.82%