A hybrid improved kernel LDA and PNN algorithm for efficient face recognition

A Ouyang, Y Liu, S Pei, X Peng, M He, Q Wang - Neurocomputing, 2020 - Elsevier
This paper proposes a hybrid approach to face recognition based on a combination of
probabilistic neural networks (PNNs) and improved kernel linear discriminant analysis …

Enhanced local binary patterns for automatic face recognition

P Král, A Vrba, L Lenc - Artificial Intelligence and Soft Computing: 18th …, 2019 - Springer
This paper presents a novel automatic face recognition approach based on local binary
patterns. This descriptor considers a local neighbourhood of a pixel to compute the feature …

A new method for face recognition using convolutional neural network

P Kamencay, M Benco, T Mizdos… - Advances in Electrical and …, 2017 - advances.vsb.cz
In this paper, the performance of the proposed Convolutional Neural Network (CNN) with
three well-known image recognition methods such as Principal Component Analysis (PCA) …

Color face recognition using novel fractional-order multi-channel exponent moments

KM Hosny, M Abd Elaziz, MM Darwish - Neural Computing and …, 2021 - Springer
Color face recognition has more attention recently since it considered one of the most
popular biometric pattern recognitions. With a considerable development in multimedia …

A novel face recognition algorithm via weighted kernel sparse representation

X Liu, L Lu, Z Shen, K Lu - Future generation computer systems, 2018 - Elsevier
Abstract Face recognition with Kernel Sparse Representation based Classification (KSRC)
has shown its great classification performance, and as an extension of Sparse …

Hybrid Approach to Face Recognition System using Principle component and Independent component with score based fusion process

TM Kodinariya - arXiv preprint arXiv:1401.0395, 2014 - arxiv.org
Hybrid approach has a special status among Face Recognition Systems as they combine
different recognition approaches in an either serial or parallel to overcome the shortcomings …

A neural based human face recognition system using an efficient feature extraction method with pseudo zernike moment

J Haddadnia, K Faez, M Ahmadi - Journal of Circuits, Systems, and …, 2002 - World Scientific
This paper introduces an efficient method for the recognition of human faces in 2D digital
images using a feature extraction technique that combines the global and local information …

A novel face recognition method based on fusion of LBP and HOG

T Chen, T Gao, S Li, X Zhang, J Cao… - IET Image …, 2021 - Wiley Online Library
As one of the hot topics in the field of computer vision research, face recognition technology
has received significant attention due to its potentiality for a wide range of applications in …

A state-of-the-art survey on face recognition methods

P Modi, S Patel - International Journal of Computer Vision and Image …, 2022 - igi-global.com
Face Recognition is an efficient technique and one of the most liked biometric software
application for the identification and verification of specific individual in a digital image by …

[HTML][HTML] An efficient face recognition method using contourlet and curvelet transform

S Biswas, J Sil - Journal of King Saud University-Computer and …, 2020 - Elsevier
In the paper we propose a novel method for face recognition using contourlet transform
(CNT) and curvelet transform (CLT) which improves rate of face recognition under different …