Multiresolution face recognition

Authors:
Hazim Kemal Ekenel;Bülent Sankur
Affiliations:
Electrical and Electronic Engineering Department, Boğaziçi University, Bebek, İstanbul, Turkey;Electrical and Electronic Engineering Department, Boğaziçi University, Bebek, İstanbul, Turkey
Venue:
Image and Vision Computing
Year:
2005

Citing 12
Cited 25

Ten lectures on wavelets

Ten lectures on wavelets
Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection

IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Recognition: The Problem of Compensating for Changes in Illumination Direction

IEEE Transactions on Pattern Analysis and Machine Intelligence
On Combining Classifiers

IEEE Transactions on Pattern Analysis and Machine Intelligence
Independent component analysis: algorithms and applications

Neural Networks
The FERET Evaluation Methodology for Face-Recognition Algorithms

IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Recognition: Features Versus Templates

IEEE Transactions on Pattern Analysis and Machine Intelligence
Discriminant Waveletfaces and Nearest Feature Classifiers for Face Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence
The CMU Pose, Illumination, and Expression (PIE) Database

FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
A Quantified Study of Facial Asymmetry in 3D Faces

AMFG '03 Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
Eigenfaces for recognition

Journal of Cognitive Neuroscience
Matching pursuit filters applied to face identification

IEEE Transactions on Image Processing

Interest Operator versus Gabor filtering for facial imagery classification

Pattern Recognition Letters
Local Discriminant Wavelet Packet Coordinates for Face Recognition

The Journal of Machine Learning Research
Equivalence of Some Common Linear Feature Extraction Techniques for Appearance-Based Object Recognition Tasks

IEEE Transactions on Pattern Analysis and Machine Intelligence
A hybrid wavelet-based fingerprint matcher

Pattern Recognition
A multi-expert approach for wavelet-based face detection

Pattern Recognition Letters
Wavelet decomposition tree selection for palm and face authentication

Pattern Recognition Letters
Facial feature extraction using complex dual-tree wavelet transform

Computer Vision and Image Understanding
Image Processing Applications with a PCNN

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
A generalization of dissimilarity representations using feature lines and feature planes

Pattern Recognition Letters
Face recognition in JPEG and JPEG2000 compressed domain

Image and Vision Computing
Wavelet-based multiresolution analysis of ridges for fingerprint liveness detection

International Journal of Information and Computer Security
Extraction of Illumination-Invariant Features in Face Recognition by Empirical Mode Decomposition

ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
A method towards face recognition

International Journal of Intelligent Systems Technologies and Applications
Face Recognition under Variant Illumination Using PCA and Wavelets

SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Dual optimal multiband features for face recognition

Expert Systems with Applications: An International Journal
Face recognition using dual-tree complex wavelet features

IEEE Transactions on Image Processing
Recognition of digital images of the human face at ultra low resolution via illumination spaces

ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Face recognition via direct search optimized Gabor filters

ICOSSE'06 Proceedings of the 5th WSEAS international conference on System science and simulation in engineering
A novel feature vectors construction approach for face recognition

Transactions on computational science XI
On using high-definition body worn cameras for face recognition from a distance

BioID'11 Proceedings of the COST 2101 European conference on Biometrics and ID management
Robust video authentication system over internet protocol

International Journal of Biometrics
Face recognition by cortical multi-scale line and edge representations

ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Selection of wavelet subbands using genetic algorithm for face recognition

ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Multi-resolution feature fusion for face recognition

Pattern Recognition
Integration of multi-feature fusion and dictionary learning for face recognition

Image and Vision Computing

Quantified Score

Hi-index	0.00

Visualization

Abstract

In this paper the contribution of multiresolution analysis to the face recognition performance is examined. We refer to the paradigm that in classification tasks, the use of multiple observations and their judicious fusion at the data, feature or decision level improves the correct decision performance. In our proposed method, prior to the subspace projection operation like principal or independent component analysis, we employ multiresolution analysis to decompose the image into its subbands. Our aim is to search for the subbands that are insensitive to the variations in expression and in illumination. The classification performance is improved by fusing the information coming from the subbands that attain individually high correct recognition rates. The proposed algorithm is tested on face images that differ in expression or illumination separately, obtained from CMU PIE, FERET and Yale databases. Significant performance gains are attained, especially against illumination perturbations.