Gabor filter bank with deep autoencoder based face recognition system
These days, face recognition systems are widely being employed in various daily
applications such as smart phone unlocking, tracking school attendance, and secure online …
applications such as smart phone unlocking, tracking school attendance, and secure online …
Classical and modern face recognition approaches: a complete review
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 …
Especially, during the last five years, it has gained significant research attention from …
Local directional number pattern for face analysis: Face and expression recognition
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 …
for face analysis, ie, face and expression recognition. LDN encodes the directional …
Face recognition: A literature survey
As one of the most successful applications of image analysis and understanding, face
recognition has recently received significant attention, especially during the past several …
recognition has recently received significant attention, especially during the past several …
Face description with local binary patterns: Application to face recognition
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 …
pattern (LBP) texture features. The face image is divided into several regions from which the …
The FERET evaluation methodology for face-recognition algorithms
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 …
systems are a large database of facial images and a testing procedure to evaluate systems …
Pca versus lda
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 …
believed that algorithms based on LDA (linear discriminant analysis) are superior to those …
[BUKU][B] Handbook of face recognition
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 …
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
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 …
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
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 …
database: the CAS-PEAL face database. The goals of creating the CAS-PEAL face database …