Gabor filter bank with deep autoencoder based face recognition system

R Hammouche, A Attia, S Akhrouf, Z Akhtar - Expert Systems with …, 2022 - Elsevier
These days, face recognition systems are widely being employed in various daily
applications such as smart phone unlocking, tracking school attendance, and secure online …

Classical and modern face recognition approaches: a complete review

W Ali, W Tian, SU Din, D Iradukunda… - Multimedia tools and …, 2021 - Springer
Human face recognition have been an active research area for the last few decades.
Especially, during the last five years, it has gained significant research attention from …

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 …

Face recognition: A literature survey

W Zhao, R Chellappa, PJ Phillips… - ACM computing surveys …, 2003 - dl.acm.org
As one of the most successful applications of image analysis and understanding, face
recognition has recently received significant attention, especially during the past several …

Face description with local binary patterns: Application to face recognition

T Ahonen, A Hadid… - IEEE transactions on …, 2006 - ieeexplore.ieee.org
This paper presents a novel and efficient facial image representation based on local binary
pattern (LBP) texture features. The face image is divided into several regions from which the …

The FERET evaluation methodology for face-recognition algorithms

PJ Phillips, H Moon, SA Rizvi… - IEEE Transactions on …, 2000 - ieeexplore.ieee.org
Two of the most critical requirements in support of producing reliable face-recognition
systems are a large database of facial images and a testing procedure to evaluate systems …

Pca versus lda

AM Martinez, AC Kak - IEEE transactions on pattern analysis …, 2001 - ieeexplore.ieee.org
In the context of the appearance-based paradigm for object recognition, it is generally
believed that algorithms based on LDA (linear discriminant analysis) are superior to those …

[BUKU][B] Handbook of face recognition

AK Jain, SZ Li - 2011 - Springer
Face recognition is one of the most important abilities that we use in our daily lives. There
are several reasons for the growing interest in automated face recognition, including rising …

Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition

C Liu, H Wechsler - IEEE Transactions on Image processing, 2002 - ieeexplore.ieee.org
This paper introduces a novel Gabor-Fisher (1936) classifier (GFC) for face recognition. The
GFC method, which is robust to changes in illumination and facial expression, applies the …

The CAS-PEAL large-scale Chinese face database and baseline evaluations

W Gao, B Cao, S Shan, X Chen, D Zhou… - … on Systems, Man …, 2007 - ieeexplore.ieee.org
In this paper, we describe the acquisition and contents of a large-scale Chinese face
database: the CAS-PEAL face database. The goals of creating the CAS-PEAL face database …