Face recognition using sift features

C Geng, X Jiang - … 16th IEEE international conference on image …, 2009 - ieeexplore.ieee.org
… (Volume-SIFT) to remove unreliable keypoints detected by SIFT algorithm is … face boundaries,
we propose Partial-Descriptor-SIFT (PDSIFT) approach. Comparisons between feature

[PDF][PDF] Face recognition using SIFT features

M Aly - CNS/Bi/EE report, 2006 - Citeseer
… It is concerned with the problem of correctly identifying faceusing SIFT features [4] for the
recognition process. The new technique is compared with well-established face recognition

Face recognition and gender detection using SIFT feature extraction, LBPH, and SVM

H Alamri, E Alshanbari, S Alotaibi… - … , Technology & Applied …, 2022 - mail.etasr.com
… to evaluate the use of the SIFT feature extraction technique … face recognition and gender
detection. The results showed an accuracy of 65% for SIFT with an SVM classifier, while the use

SIFT features for face recognition

C Geng, X Jiang - 2009 2nd IEEE international conference on …, 2009 - ieeexplore.ieee.org
using SIFT for face recognition [7], [8], they simply applied the … SIFT algorithm directly for
face recognition issues. It is known that SIFT algorithm was designed for general object detection

Person-specific SIFT features for face recognition

J Luo, Y Ma, E Takikawa, S Lao… - … on Acoustics, Speech …, 2007 - ieeexplore.ieee.org
… of SIFT features on a large scale under different conditions. Therefore, we propose to apply
SIFT features on face recognition … Meanwhile, as SIFT can detect person-specific features in …

Automatic face recognition system based on the SIFT features

L Lenc, P Král - Computers & Electrical Engineering, 2015 - Elsevier
… an experimental fully automatic face recognition system which will … SIFT based Kepenekci
approach for the face recognition, because it outperforms a number of efficient face recognition

[PDF][PDF] Face Recognition Using SIFT-PCA Feature Extraction and SVM Classifier

AD Gadekar, SS Suresh - IOSR Journal of VLSI and Signal …, 2015 - academia.edu
… tested on ESSEX face database and next on own segmented face database using SIFT-PCA.…
in combination with SIFT-PCA has a positive effect for face recognition and accelerates the …

2D-human face recognition using SIFT and SURF descriptors of face's feature regions

S Gupta, K Thakur, M Kumar - The Visual Computer, 2021 - Springer
Face recognition methods can be divided into two major categories, appearance-… feature-based
method. In this paper, the authors have presented the feature-based method for 2D face

Discriminative SIFT features for face recognition

A Majumdar, RK Ward - 2009 Canadian Conference on …, 2009 - ieeexplore.ieee.org
… tasks, limits its application to face recognition problems. In this work we propose a … ranking
of SIFT features that can be used to prune the number of SIFT features for face recognition. …

Real-time face recognition with SIFT-based local feature points for mobile devices

S Park, JH Yoo - 2013 1st International Conference on Artificial …, 2013 - ieeexplore.ieee.org
… a fast and light-weight face recognition algorithm using local feature points for mobile
device. To recognize face accurately, we adopt Gabor-LBP histogram and SIFT-based local …