Context-Aware Local Binary Feature Learning for Face Recognition
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Failed to load latest commit information.
feret
orth_opt
sp
sup
README.md
calbfl.mat
calbfl_learn.m
calbfl_test.m
calbfl_train.m
demo.m
extractFeature.m
pdv_extract.m

README.md

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).