Contrast limited adaptive histogram equalization
Graphics gems IV
Floating search methods in feature selection
Pattern Recognition Letters
Face Recognition by Elastic Bunch Graph Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence
Subspace Classification for Face Recognition
ECCV '02 Proceedings of the International ECCV 2002 Workshop Copenhagen on Biometric Authentication
Handbook of Fingerprint Recognition
Handbook of Fingerprint Recognition
Comparison and Combination of Ear and Face Images in Appearance-Based Biometrics
IEEE Transactions on Pattern Analysis and Machine Intelligence
Optimal sampling of Gabor features for face recognition
Pattern Recognition Letters
An improved face recognition technique based on modular PCA approach
Pattern Recognition Letters
FloatBoost Learning and Statistical Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Recognition Using Laplacianfaces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Contour Matching for 3D Ear Recognition
WACV-MOTION '05 Proceedings of the Seventh IEEE Workshops on Application of Computer Vision (WACV/MOTION'05) - Volume 1 - Volume 01
Force field feature extraction for ear biometrics
Computer Vision and Image Understanding
Palmprint Identification using Boosting Local Binary Pattern
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 03
MutualBoost learning for selecting Gabor features for face recognition
Pattern Recognition Letters
IEEE Transactions on Pattern Analysis and Machine Intelligence
A hybrid wavelet-based fingerprint matcher
Pattern Recognition
An automated palmprint recognition system
Image and Vision Computing
Recent advances in ear biometrics
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Multi-biometrics 2d and 3d ear recognition
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Filterbank-based fingerprint matching
IEEE Transactions on Image Processing
On selecting Gabor features for biometric authentication
International Journal of Computer Applications in Technology
Fusion of color spaces for ear authentication
Pattern Recognition
Toward unconstrained ear recognition from two-dimensional images
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on recent advances in biometrics
Proceedings of the 6th ACM Symposium on Information, Computer and Communications Security
On-line signature verification based on modified dynamic time warping and wavelet sub-band coding
MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition
A review of recent advances in ear recognition
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
Ear recognition based on local information fusion
Pattern Recognition Letters
A rotation and scale invariant technique for ear detection in 3D
Pattern Recognition Letters
ACM Computing Surveys (CSUR)
| Hi-index | 0.10 |
In this work we propose a local approach of 2D ear authentication. A multi-matcher system is proposed where each matcher is trained using features extracted from a single sub-window of the whole 2D image. The features are extracted by the convolution of each sub-window with a bank of Gabor Filters, then their dimensionality is reduced by Laplacian EigenMaps. The best matchers, corresponding to the most discriminative sub-windows, are selected by running the Sequential Forward Floating Selection (SFFS). Our experiments, carried out on a database of 114 people, show that combining only few (~ten) sub-windows in the fusion step it is possible to achieve a very low Equal Error Rate.