QFuse: Online learning framework for adaptive biometric system

@article{Bharadwaj2015QFuseOL,
  title={QFuse: Online learning framework for adaptive biometric system},
  author={Samarth Bharadwaj and Himanshu S. Bhatt and Richa Singh and Mayank Vatsa and Afzel Noore},
  journal={Pattern Recognition},
  year={2015},
  volume={48},
  pages={3428-3439}
}
Biometrics, the science of verifying the identity of individuals, is increasingly being used in several applications such as assisting law enforcement agencies to control crime and fraud. Existing techniques are unable to provide significant levels of accuracy in uncontrolled noisy environments. Further, scalability is another challenge due to variations in data distribution with changing conditions. This paper presents an adaptive context switching algorithm coupled with online learning to… CONTINUE READING