Matlab implementation of the Context-Aware Local Binary Feature Learning (CA-LBFL) algorithm. Please use the citation provided below if it is useful to your research:
Yueqi Duan, Jiwen Lu, Jiangjiang Feng, and Jie Zhou, Context-Aware Local Binary Feature Learning for Face Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018, 40(5):1139-1153.
--Demo:
run 'demo.m' to test on FERET set using pre-learned CA-LBFL parameters (R=3)
--MATLAB FUNCTIONS:
extractFeature.m : Extract face representations based on CA-LBFL
calbfl_train.m : Train W and D for CA-LBFL
calbfl_test.m : Extract CA-LBFL features for each face image
calbfl.mat : pre-learned CA-LBFL parameters.
Please feel free to leave suggestions or comments to Jiwen Lu (lujiwen@tsinghua.edu.cn) or Yueqi Duan (duanyq14@mails.tsinghua.edu.cn).