@article{dubey2016fingerprint,
  title={Fingerprint liveness detection from single image using low-level features and shape analysis},
  author={Dubey, Rohit Kumar and Goh, Jonathan and Thing, Vrizlynn LL},
  journal={IEEE transactions on information forensics and security},
  volume={11},
  number={7},
  pages={1461--1475},
  year={2016},
  publisher={IEEE}
}