[HTML][HTML] Face recognition system with hybrid template protection scheme for Cyber–Physical-Social Services

A Sardar, S Umer, RK Rout, C Pero - Pattern Recognition Letters, 2023 - Elsevier
This paper presents a secure face recognition system with advanced template protection
schemes for Cyber–Physical–Social Services (CPSS). The implementation of the proposed …

Discriminative globality and locality preserving graph embedding for dimensionality reduction

J Gou, Y Yang, Z Yi, J Lv, Q Mao, Y Zhan - Expert Systems with Applications, 2020 - Elsevier
Graph embedding in dimensionality reduction has attracted much attention in the high-
dimensional data analysis. Graph construction in graph embedding plays an important role …

Face recognition using fusion of feature learning techniques

S Umer, BC Dhara, B Chanda - Measurement, 2019 - Elsevier
A method for face recognition system for both challenging frontal and profile faces is
proposed in this paper. The proposed system consists of face pre-processing, feature …

A secure face recognition for IoT-enabled healthcare system

A Sardar, S Umer, RK Rout, SH Wang… - ACM Transactions on …, 2023 - dl.acm.org
In Healthcare, the Internet of Things (IoT)-enabled surveillance cameras capture thousands
of images every day, where face recognition provides reliable security as well as smart …

A novel cancelable facehashing technique based on non-invertible transformation with encryption and decryption template

A Sardar, S Umer, C Pero, M Nappi - IEEE Access, 2020 - ieeexplore.ieee.org
A novel cancelable FaceHashing technique based on non-invertible transformation with
encryption and decryption template has been proposed in this paper. The proposed system …

A novel dimensionality reduction method: Similarity order preserving discriminant analysis

HS Hu, DZ Feng, QY Chen - Signal Processing, 2021 - Elsevier
A novel dimensionality reduction method, similarity order preserving discriminant analysis, is
proposed to process high-dimensional data in this communication. Different from the …

Enhanced Biometric Template Protection Schemes for Securing Face Recognition in IoT Environment

A Sardar, S Umer, RK Rout, KS Sahoo… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
With the increasing use of biometrics in Internet of Things (IoT) based applications, it is
essential to ensure that biometric-based authentication systems are secure. Biometric …

Dimensionality reduction by collaborative preserving Fisher discriminant analysis

MD Yuan, DZ Feng, Y Shi, WJ Liu - Neurocomputing, 2019 - Elsevier
Sparse representation-based classifier (SRC) and collaborative representation-based
classifier (CRC) are two commonly used classifiers. There has been pointed out that the …

Multiple discriminant analysis for collaborative representation-based classification

Z Zheng, H Sun, Y Zhou - Pattern Recognition, 2021 - Elsevier
Abstract Collaborative Representation-based Classifier (CRC) has shown its advantages
and impressive results in face recognition. To further imporve the performance of CRC, we …

Implementation of face recognition system using BioCryptosystem as template protection scheme

A Sardar, S Umer - Journal of Information Security and Applications, 2022 - Elsevier
This paper has designed and implemented a secure face recognition system using novel
Bio-Cryptographic template protection schemes. The implementation of the proposed …