[PDF][PDF] Robust face recognition using convolutional neural networks combined with Krawtchouk moments.

Y El Madmoune, I El Ouariachi… - International Journal of …, 2023 - academia.edu
Face recognition is a challenging task due to the complexity of pose variations, occlusion
and the variety of face expressions performed by distinct subjects. Thus, many features have …

A new face recognition method via semi-discrete decomposition for one sample problem

L Li, J Gao, H Ge - Optik, 2016 - Elsevier
Fisher linear discriminant analysis (FLDA) is a popular approach which has been widely
used for feature extraction in face recognition tasks. FLDA is seeking optimal projection …

Fractional bat and multi-kernel-based spherical SVM for low resolution face recognition

R Thomas, MJS Rangachar - International Journal of Pattern …, 2017 - World Scientific
Face recognition is an important aspect of the biometric surveillance system. Generally, face
recognition is a type of biometric system that can identify a specific individual by analyzing …

Face recognition using adaptively weighted patch PZM array from a single exemplar image per person

HR Kanan, K Faez, Y Gao - Pattern Recognition, 2008 - Elsevier
Though numerous approaches have been proposed for face recognition, little attention is
given to the moment-based face recognition techniques. In this paper we propose a novel …

Robust face recognition using computationally efficient features

SA Khan, A Hussain, M Usman, M Nazir… - Journal of Intelligent …, 2014 - content.iospress.com
Face recognition has received enormous fame in the field of pattern recognition and
computer vision. Being a demanding area intensive research has been done by many …

A novel approach for face recognition based on fast learning algorithm and wavelet network theory

M Zaied, S Said, O Jemai, CB Amar - International Journal of …, 2011 - World Scientific
This paper presents a new approach of face recognition based on wavelet network using 2D
fast wavelet transform and multiresolution analysis. This approach is divided in two stages …

Face recognition approach using Gabor Wavelets, PCA and SVM

F Bellakhdhar, K Loukil, M Abid - International Journal of …, 2013 - search.proquest.com
Face recognition is an important research field of pattern recognition. Up to now, it caused
researchers great concern from these fields, such as pattern recognition and computer …

A pca-based face recognition method by applying fast fourier transform in pre-processing

Z Dehai, D Da, L Jin, L Qing - 3rd International Conference on …, 2013 - atlantis-press.com
Abstract Principal Component Analysis (PCA) is a well-studied method in face recognition.
Noticing that few researches focus on pre-processing of images, which will also improve the …

A fast face recognition based on image gradient compensation for feature description

Y Zhang, L Yan - Multimedia Tools and Applications, 2022 - Springer
To improve the efficiency of traditional face recognition techniques, this paper proposes a
novel face recognition algorithm called Image Gradient Feature Compensation (IGFC) …

Face authentication system using pseudo Zernike moments on wavelet subband

YH Pang, AT BJ, DN CL - ieice electronics express, 2004 - jstage.jst.go.jp
Moments are widely-used feature extractors due to their superior discriminatory power and
geometrical invariance. Unfortunately, moments suffer heavy computational load and result …