Exploiting feature space using overlapping windows for improving biometric recognition

S Kaur, G Chaudhary, S Srivastava, M Khari… - Computers & Electrical …, 2021 - Elsevier
… print was evaluated to exploit the feature space for improving the biometric recognition with
two … For comparison, the mean feature, the absolute average deviation (AAD) feature, and the …

A comprehensive overview of biometric fusion

M Singh, R Singh, A Ross - Information Fusion, 2019 - Elsevier
… information to improve biometric recognition accuracy; and (iv… data quality (eg dry fingerprint),
overlap between identities (eg, … Different sources of information that can be exploited by a …

Deep feature fusion for iris and periocular biometrics on mobile devices

Q Zhang, H Li, Z Sun, T Tan - IEEE Transactions on Information …, 2018 - ieeexplore.ieee.org
To enhance the performance of mobile identification, we develop a deep feature fusion network
that exploits … There is no subject overlap between training and testing procedures. At the …

Recognizing partial biometric patterns

L He, Z Sun, Y Zhu, Y Wang - arXiv preprint arXiv:1810.07399, 2018 - arxiv.org
… people captured by multiple non-overlapping cameras. Some images in … feature matching
with SFR in this paper is the better solution as it exploits the complementarity of the two feature

From noise to feature: Exploiting intensity distribution as a novel soft biometric trait for finger vein recognition

W Kang, Y Lu, D Li, W Jia - IEEE transactions on information …, 2018 - ieeexplore.ieee.org
… trait for achieving better finger vein recognition performance. … fingerprint recognition, face
recognition, and iris recognition … are divided into several blocks with overlapping regions to …

Fingerprint identification with shallow multifeature view classifier

M Ghafoor, SA Tariq, T Zia, IA Taj… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
overlappingfingerprint identification can be improved by employing the Bayesian DL that
introduces model uncertainty along with model confidence. Model uncertainty can be exploited

Accurate periocular recognition under less constrained environment using semantics-assisted convolutional neural network

Z Zhao, A Kumar - IEEE Transactions on Information Forensics …, 2016 - ieeexplore.ieee.org
… motivated to use CNN to achieve better performance for the … ) architecture to fully exploit
the discriminative information … exclusive, we removed these overlapping subjects from UBIpr …

Boosting unconstrained palmprint recognition with adversarial metric learning

J Zhu, D Zhong, K Luo - IEEE Transactions on Biometrics …, 2020 - ieeexplore.ieee.org
… to make a better exploitation of the holistic feature space. … and natural idea for biometric
recognition: features from distinct … more concentrated, its overlap with the genuine distribution …

Multimodal biometric recognition using human ear and palmprint

N Hezil, A Boukrouche - IET Biometrics, 2017 - Wiley Online Library
biometric system is able to achieve significantly better results … geometrical approaches can
satisfactorily exploit the features of … regular non-overlapping sub-images using the horizontal-…

Unmatched minutiae: Useful information to boost fingerprint recognition

Q Zhang, Y Yin, G Yang - Neurocomputing, 2016 - Elsevier
… -of-the-art fingerprint recognition systems by additionally taking advantage of the discriminative
… in the unmatched minutiae and using it to improve fingerprint recognition performances. …