On the reconstruction of face images from deep face templates

G Mai, K Cao, PC Yuen, AK Jain - IEEE transactions on pattern …, 2018 - ieeexplore.ieee.org
State-of-the-art face recognition systems are based on deep (convolutional) neural
networks. Therefore, it is imperative to determine to what extent face templates derived from …

Efficient cancellable multi-biometric recognition system based on deep learning and bio-hashing

B Abd El-Rahiem, FE Abd El Samie, M Amin - Applied Intelligence, 2023 - Springer
Cancellable biometrics have been enrolled in several applications such as cloud computing
and cyber security. This makes researchers investigate their approaches in this field. This …

Improving biometric identification performance using PCANet deep learning and multispectral palmprint

AA Meraoumia, F Kadri, H Bendjenna… - Biometric Security and …, 2017 - Springer
Biometric technology is an emerging field of information technology that recognizes a
person based on a feature vector derived from specific physiological or behavioral …

An analysis of biometric based security systems

SI Manzoor, A Selwal - 2018 fifth international conference on …, 2018 - ieeexplore.ieee.org
Human recognition using their biological, behavioral, physiological, and chemical traits is a
contemporary as well as a secured approach. A series of biometric-based systems have …

[BOOK][B] Biometric Security and Privacy

R Jiang, S Al-maadeed, A Bouridane, D Crookes… - 2017 - Springer
Biometrics in modern computer science is defined as the automated use of biological
properties to identify individuals. The early use of biometrics can be dated back to nearly …

Binary feature fusion for discriminative and secure multi-biometric cryptosystems

G Mai, MH Lim, PC Yuen - Image and Vision Computing, 2017 - Elsevier
Biometric cryptosystem has been proven to be a promising approach for template protection.
Cryptosystems such as fuzzy extractor and fuzzy commitment require discriminative and …

A cancelable multi-biometric template generation algorithm based on bloom filter

L You, X Li - … conference on algorithms and architectures for parallel …, 2018 - Springer
For the security issue of multiple biometric templates in current multi-biometric systems, this
paper proposes a cancelable multi-biometric template generation algorithm based on Bloom …

Fixed-length asymmetric binary hashing for fingerprint verification through GMM-SVM based representations

B Topcu, H Erdogan - Pattern Recognition, 2019 - Elsevier
Fingerprint minutiae information is an unordered and variable-sized collection of minutiae
locations and orientations. Advanced template protection algorithms which require a fixed …

[PDF][PDF] Research on Face Recognition Technology Based on ESN Multi Feature Fusion

S Liu, D Chen, Z Chen, C Ru, M Pang - Journal of Internet …, 2020 - jit.ndhu.edu.tw
Using single feature as the basis of judgement will lead to lower accuracy and robustness of
face recognition. Accordingly, a multi feature Echo State Network (ESN) fusion face …

On the guessability of binary biometric templates: A practical guessing entropy based approach

G Mai, MH Lim, PC Yuen - 2017 IEEE International Joint …, 2017 - ieeexplore.ieee.org
A security index for biometric systems is essential because biometrics have been widely
adopted as a secure authentication component in critical systems. Most of bio-metric …