A survey of face recognition techniques under occlusion

D Zeng, R Veldhuis, L Spreeuwers - IET biometrics, 2021 - Wiley Online Library
The limited capacity to recognise faces under occlusions is a long‐standing problem that
presents a unique challenge for face recognition systems and even humans. The problem …

Face recognition: challenges, achievements and future directions

M Hassaballah, S Aly - IET Computer Vision, 2015 - Wiley Online Library
Face recognition has received significant attention because of its numerous applications in
access control, law enforcement, security, surveillance, Internet communication and …

Masked face recognition with convolutional neural networks and local binary patterns

HN Vu, MH Nguyen, C Pham - Applied Intelligence, 2022 - Springer
Face recognition is one of the most common biometric authentication methods as its
feasibility while convenient use. Recently, the COVID-19 pandemic is dramatically …

Gabor convolutional networks

S Luan, C Chen, B Zhang, J Han… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In steerable filters, a filter of arbitrary orientation can be generated by a linear combination of
a set of “basis filters.” Steerable properties dominate the design of the traditional filters, eg …

Median robust extended local binary pattern for texture classification

L Liu, S Lao, PW Fieguth, Y Guo… - … on Image Processing, 2016 - ieeexplore.ieee.org
Local binary patterns (LBP) are considered among the most computationally efficient high-
performance texture features. However, the LBP method is very sensitive to image noise and …

Local binary features for texture classification: Taxonomy and experimental study

L Liu, P Fieguth, Y Guo, X Wang, M Pietikäinen - Pattern Recognition, 2017 - Elsevier
Abstract Local Binary Patterns (LBP) have emerged as one of the most prominent and
widely studied local texture descriptors. Truly a large number of LBP variants has been …

Learning compact binary face descriptor for face recognition

J Lu, VE Liong, X Zhou, J Zhou - IEEE transactions on pattern …, 2015 - ieeexplore.ieee.org
Binary feature descriptors such as local binary patterns (LBP) and its variations have been
widely used in many face recognition systems due to their excellent robustness and strong …

Unconstrained face verification using deep CNN features

JC Chen, VM Patel, R Chellappa - 2016 IEEE winter …, 2016 - ieeexplore.ieee.org
In this paper, we present an algorithm for unconstrained face verification based on deep
convolutional features and evaluate it on the newly released IARPA Janus Benchmark A …

Multi-layer manifold learning for deep non-negative matrix factorization-based multi-view clustering

K Luong, R Nayak, T Balasubramaniam, MA Bashar - Pattern Recognition, 2022 - Elsevier
Multi-view data clustering based on Non-negative Matrix Factorization (NMF) has been
commonly used for pattern recognition by grou** multi-view high-dimensional data by …

Local directional number pattern for face analysis: Face and expression recognition

AR Rivera, JR Castillo, OO Chae - IEEE transactions on image …, 2012 - ieeexplore.ieee.org
This paper proposes a novel local feature descriptor, local directional number pattern (LDN),
for face analysis, ie, face and expression recognition. LDN encodes the directional …