GitHub - rodrigonogueira4/fingerprint

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
caffe_convert_params.py		caffe_convert_params.py
clahe.py		clahe.py
convnet.py		convnet.py
dataplot.py		dataplot.py
gridsearchcv2.py		gridsearchcv2.py
lbp.py		lbp.py
lcdnorm4.py		lcdnorm4.py
linearsvc2.py		linearsvc2.py
list_files.py		list_files.py
lpool4.py		lpool4.py
lpool4.pyc		lpool4.pyc
preprocess.py		preprocess.py
randomizedpca2.py		randomizedpca2.py
readme		readme
run_convnet.py		run_convnet.py
run_lbp.py		run_lbp.py
setup.py		setup.py
sgd2.py		sgd2.py
svc2.py		svc2.py
testing.py		testing.py

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Code for Evaluating software-based fingerprint liveness detection using Convolutional Networks and Local Binary Patterns

Use run_convnet.py to train and test using the convolutional neural net pipeline.
Use run_lbp.py to train and test using the LBP pipeline.


For more information about this work, check:

http://arxiv.org/abs/1508.00537
or
http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6951531&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6951531