Human face recognition based on multidimensional PCA and extreme learning machine

AA Mohammed, R Minhas, QMJ Wu, MA Sid-Ahmed - Pattern recognition, 2011 - Elsevier
In this work, a new human face recognition algorithm based on bidirectional two
dimensional principal component analysis (B2DPCA) and extreme learning machine (ELM) …

Down syndrome face recognition: a review

O Agbolade, A Nazri, R Yaakob, AA Ghani, YK Cheah - Symmetry, 2020 - mdpi.com
One of the most pertinent applications of image analysis is face recognition and one of the
most common genetic disorders is Down syndrome (DS), which is caused by chromosome …

Ensemble-based discriminant learning with boosting for face recognition

J Lu, KN Plataniotis… - IEEE transactions on …, 2006 - ieeexplore.ieee.org
In this paper, we propose a novel ensemble-based approach to boost performance of
traditional Linear Discriminant Analysis (LDA)-based methods used in face recognition. The …

Identity verification using speech and face information

C Sanderson, KK Paliwal - Digital Signal Processing, 2004 - Elsevier
This article first provides an review of important concepts in the field of information fusion,
followed by a review of important milestones in audio–visual person identification and …

Face recognition with patterns of oriented edge magnitudes

NS Vu, A Caplier - Computer Vision–ECCV 2010: 11th European …, 2010 - Springer
This paper addresses the question of computationally inexpensive yet discriminative and
robust feature sets for real-world face recognition. The proposed descriptor named Patterns …

[PDF][PDF] Information fusion and person verification using speech and face information

C Sanderson, KK Paliwal - Research Paper IDIAP-RR, 2002 - conradsanderson.id.au
This report first provides an overview of important concepts in the field of information fusion,
followed by a review of important milestones in audio-visual person identification and …

Attribute preserved face de-identification

A Jourabloo, X Yin, X Liu - 2015 International conference on …, 2015 - ieeexplore.ieee.org
In this paper, we recognize the need of de-identifying a face image while preserving a large
set of facial attributes, which has not been explicitly studied before. We verify the underling …

Fast features for face authentication under illumination direction changes

C Sanderson, KK Paliwal - Pattern Recognition Letters, 2003 - Elsevier
In this letter we propose a facial feature extraction technique which utilizes polynomial
coefficients derived from 2D Discrete Cosine Transform (DCT) coefficients obtained from …

A solution for facial expression representation and recognition

S Dubuisson, F Davoine, M Masson - Signal Processing: Image …, 2002 - Elsevier
The design of a recognition system requires careful attention to pattern representation and
classifier design. Some statistical approaches choose those features, in a d-dimensional …

Gait recognition based on dynamic region analysis

X Yang, Y Zhou, T Zhang, G Shu, J Yang - Signal Processing, 2008 - Elsevier
Gait Energy Image (GEI) has been proved to be an effective identity signature in gait
recognition. But previous approaches only treat this 2D image representation as a holistic …