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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 ([email protected]) or Yueqi Duan ([email protected]).