Machine Learning - Special issue on inductive transfer
Communications of the ACM
A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
High Confidence Visual Recognition of Persons by a Test of Statistical Independence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
Reliable and Fast Eye Finding in Close-up Images
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 1 - Volume 1
Online Palmprint Identification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Description with Local Binary Patterns: Application to Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Speeded-Up Robust Features (SURF)
Computer Vision and Image Understanding
Deterministic neural classification
Neural Computation
A Multitask Learning Approach to Face Recognition Based on Neural Networks
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
Ensembles of Feature Subspaces for Object Detection
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Enhancement and Registration Schemes for Matching Conjunctival Vasculature
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Periocular biometrics in the visible spectrum: a feasibility study
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Score normalization in multimodal biometric systems
Pattern Recognition
Personal identification using periocular skin texture
Proceedings of the 2010 ACM Symposium on Applied Computing
On the Fusion of Periocular and Iris Biometrics in Non-ideal Imagery
ICPR '10 Proceedings of the 2010 20th International Conference on Pattern Recognition
Genetic-Based Type II Feature Extraction for Periocular Biometric Recognition: Less is More
ICPR '10 Proceedings of the 2010 20th International Conference on Pattern Recognition
A comparison of genetic feature selection and weighting techniques for multi-biometric recognition
Proceedings of the 49th Annual Southeast Regional Conference
UBIRIS: a noisy iris image database
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
A fusion approach to unconstrained iris recognition
Pattern Recognition Letters
Periocular Biometrics in the Visible Spectrum
IEEE Transactions on Information Forensics and Security
An introduction to biometric recognition
IEEE Transactions on Circuits and Systems for Video Technology
Classification ability of single hidden layer feedforward neural networks
IEEE Transactions on Neural Networks
Multispectral scleral patterns for ocular biometric recognition
Pattern Recognition Letters
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In this paper, we propose to combine sclera and periocular features for identity verification. The proposal is particularly useful in applications related to face recognition when the face is partially occluded with only periocular region revealed. Due to its relatively new exposition in the literature of biometrics, particular attention will be paid to sclera feature extraction in this work. For periocular feature extraction, structured random projections were adopted to extract compressed vertical and horizontal components of image features. The binary sclera features are eventually fused with the periocular features at a score level. Extensive experiments have been performed on UBIRIS v1 session1 and session2 databases to assess the verification performance before and after fusion. Around 5% of equal error rate performance was observed to be enhanced by fusing sclera with periocular features comparing with that before fusion.