Probabilistic Visual Learning for Object Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Recognition by Elastic Bunch Graph Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence
A computational model for visual selection
Neural Computation
Example-Based Object Detection in Images by Components
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Recognition: Features Versus Templates
IEEE Transactions on Pattern Analysis and Machine Intelligence
Kernel Eigenfaces vs. Kernel Fisherfaces: Face Recognition Using Kernel Methods
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
Selection of Scale-Invariant Parts for Object Class Recognition
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Face recognition: A literature survey
ACM Computing Surveys (CSUR)
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
Feature selection in scientific applications
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 3 - Volume 03
A System Identification Approach for Video-based Face Recognition
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 4 - Volume 04
Real-Time Face Verification System on a Cell-Phone Using Advanced Correlation Filters
AUTOID '05 Proceedings of the Fourth IEEE Workshop on Automatic Identification Advanced Technologies
Photometric Normalisation for Component-based Face Verification
FGR '06 Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition
Improving Face Recognition by Online Image Alignment
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 01
A Component-based Framework for Face Detection and Identification
International Journal of Computer Vision
Journal of Cognitive Neuroscience
Binarized eigenphases applied to limited memory face recognition systems
Pattern Analysis & Applications - Special Issue: Non-parametric distance-based classification techniques and their applications
Facial Expression Recognition Based on Local Feature Bidirectional 2DPCA
ITCS '09 Proceedings of the 2009 International Conference on Information Technology and Computer Science - Volume 01
New Image Fusion-Based Algorithm to Face Recognition
MUE '09 Proceedings of the 2009 Third International Conference on Multimedia and Ubiquitous Engineering
Component-based LDA face description for image retrieval and MPEG-7 standardisation
Image and Vision Computing
Efficient face recognition for wireless surveillance systems
CGIM '07 Proceedings of the Ninth IASTED International Conference on Computer Graphics and Imaging
Improved face representation by nonuniform multilevel selection of Gabor convolution features
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Face-recognition hardware implementation based on sope
ICACT'10 Proceedings of the 12th international conference on Advanced communication technology
Local facial asymmetry for expression classification
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
CICN '10 Proceedings of the 2010 International Conference on Computational Intelligence and Communication Networks
Components for face recognition
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Using component features for face recognition
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Built-in face recognition for smart photo sharing in mobile devices
ICME '11 Proceedings of the 2011 IEEE International Conference on Multimedia and Expo
GA-fisher: a new LDA-based face recognition algorithm with selection of principal components
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
FARO: FAce Recognition Against Occlusions and Expression Variations
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
A new face authentication system for memory-constrained devices
IEEE Transactions on Consumer Electronics
Low-memory requirement and efficient face recognition system based on DCT pyramid
IEEE Transactions on Consumer Electronics
IEEE Transactions on Image Processing
A Comparative Study of Local Matching Approach for Face Recognition
IEEE Transactions on Image Processing
An introduction to biometric recognition
IEEE Transactions on Circuits and Systems for Video Technology
Face recognition using kernel direct discriminant analysis algorithms
IEEE Transactions on Neural Networks
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Numerous face recognition techniques have been developed owing to the growing number of real-world applications. Most of current algorithms for face recognition involve considerable amount of computations and hence they cannot be used on devices constrained with limited speed and memory. In this paper, we propose a novel solution for efficient face recognition problem for systems that utilize small memory capacities and demand fast performance. The new technique divides the face images into components and finds the discriminant phases of the Fourier transform of these components automatically using the sequential floating forward search method. A thorough study and comprehensive experiments relating time consumption versus system performance are applied to benchmark face image databases. Finally, the proposed technique is compared with other known methods and evaluated through the recognition rate and the computational time, where we achieve a recognition rate of 98.5% with computational time of 6.4 minutes for a database consisting of 2360 images.