[PDF][PDF] REAL-TIME FACE DETECTION AND RECOGNITION USING PRINCIPAL COMPONENT ANALYSIS (PCA)-BACK PROPAGATION NEURAL NETWORK (BPNN) …

NH Barnouti, SS AL-DABBAGH… - Journal of Theoretical & …, 2016 - jatit.org
… The main challenge for a face recognition system is an effective feature extraction. In this
work, a real time face recognition system based on Principal Component Analysis (PCA), Back …

Face recognition based on pca and neural network

B Sugandi, I Dewita… - 2019 2nd International …, 2019 - ieeexplore.ieee.org
… a face recognition method based on PCA and Back Propagation Neural Network which is
robust and simple algorithm based on … We obtain 500 features face extracted using PCA. The …

Face recognition using eigenfaces, geometrical pca approximation and neural networks

AL Machidon, OM Machidon… - 2019 42nd International …, 2019 - ieeexplore.ieee.org
… -based approach for PCA approximation (gaPCA) based on … face recognition and compare
the recognition accuracy with the one obtained by using standard PCA, on three different face

A new method for face recognition using convolutional neural network

P Kamencay, M Benco, T Mizdos… - … in Electrical and Electronic …, 2017 - advances.vsb.cz
… 11), we compare the face recognition rate with 3 well-known algorithms (PCA, LBPH, and
KNN). … using the training data, the feature space “Eigenfaces” are found through PCA. Unlike …

Development of Pose Invariant Face Recognition Method Based on Pca and Artificial Neural Network.

KKS Liyakat, VA Mane, KP Paradeshi… - Journal of Algebraic …, 2022 - publishoa.com
… In such cases recognition goes difficult. This paper focused on pose … face recognition
system and as a result we focus on face recognition system using PCA with feed forward Neural (…

Face recognition based on artificial neural network: A review

A Alblushi - Artificial Intelligence & Robotics Development Journal, 2021 - acaa-p.com
… of image processing based on the Artificial Neural Network … the method of extracting face
patterns through an adaption of … with the construction of any facial recognition system. Finally, …

[PDF][PDF] Face recognition using neural network: a review

MM Kasar, D Bhattacharyya, TH Kim - International Journal of …, 2016 - researchgate.net
… of Neural Network used in multi-view face recognition system, … used neural network in face
recognition system using different … of neural network and hot it will be used in face recognition

Face recognition using artificial neural network and feature extraction

SD Sarkar, AS KB - … Signal Processing and Integrated Networks …, 2020 - ieeexplore.ieee.org
… proach on Face Recognition using Image Processing and Artificial Neural Networks. Combining
… improve the accuracy of face recognition system. Out of many combinations considered, …

Multi-view face recognition using deep neural networks

F Zhao, J Li, L Zhang, Z Li, SG Na - Future Generation Computer Systems, 2020 - Elsevier
… and achieved a 98.52% face recognition performance. Moreover, our proposed face
recognition system can robustly handle various face recognition attack under various contexts. …

A deep learning approach for facial emotions recognition using principal component analysis and neural network techniques

M Khan, S Hariharasitaraman, S Joshi… - The …, 2022 - Wiley Online Library
… The method of real-time face recognition system uses PCA and LBP algorithms, implemented
on a Raspberry PI processor. The proposed work is more useful for society in various …