This book constitutes the refereed proceedings of the 5th International Conference on Audio- and Video-Based Biometric Person Authentication, AVBPA 2005, held in Hilton Rye Town, NY, USA, in July 2005.
The 66 revised oral papers and 50 revised poster papers presented were carefully reviewed and selected from numerous submissions. The papers discuss all aspects of biometrics including iris, fingerprint, face, palm print, gait, gesture, speaker, and signature; theoretical and algorithmic issues are dealt with as well as systems issues. The industrial side of biometrics is evident from presentations on smart cards, wireless devices, and architectural and implementation aspects.
Inhalt
Iris.- Iris Recognition at a Distance.- Iris Recognition Using Fourier-Wavelet Features.- Specific Texture Analysis for Iris Recognition.- A Study on Iris Image Restoration.- Face I (Short).- Eye Perturbation Approach for Robust Recognition of Inaccurately Aligned Faces.- On Combining Textural and Geometrical Scores for Discriminative Face Authentication.- A One Bit Facial Asymmetry Code (FAC) in Fourier Domain for Human Recognition.- Face Recognition with the Multiple Constrained Mutual Subspace Method.- A Flexible Object Model for Recognising and Synthesising Facial Expressions.- Face Reconstruction Across Different Poses and Arbitrary Illumination Conditions.- Stepwise Reconstruction of High-Resolution Facial Image Based on Interpolated Morphable Face Model.- Illumination Invariant Face Recognition Using Linear Combination of Face Exemplars.- Video-Based Face Recognition Using Bayesian Inference Model.- Finger-I (Short).- A Hybrid Swipe Fingerprint Mosaicing Scheme.- A Study on Multi-unit Fingerprint Verification.- A Fingerprint Authentication System Based on Mobile Phone.- Fingerprint Quality Indices for Predicting Authentication Performance.- Registration of Fingerprints by Complex Filtering and by 1D Projections of Orientation Images.- A Feature Map Consisting of Orientation and Inter-ridge Spacing for Fingerprint Retrieval.- A Graph Matching Based Approach to Fingerprint Classification Using Directional Variance.- Fingerprint Singular Points Detection and Direction Estimation with a "T" Shape Model.- Face-I.- Face Detection Based on the Manifold.- Local and Global Feature Extraction for Face Recognition.- Video-Based Face Recognition Using Earth Mover's Distance.- Face Recognition Based on Recursive Bayesian Fusion of Multiple Signals and Results from Expert Classifier Sets.- Fingerprint.- Principal Deformations of Fingerprints.- Fingerprint Mosaicking by Rolling and Sliding.- Minutiae Matching Based Fingerprint Verification Using Delaunay Triangulation and Aligned-Edge-Guided Triangle Matching.- Security and Smartcard.- An Asymmetric Fingerprint Matching Algorithm for Java CardTM.- Scenario Based Performance Optimisation in Face Verification Using Smart Cards.- Characterization, Similarity Score and Uniqueness Associated with Perspiration Pattern.- Fuzzy Vault for Fingerprints.- Short Oral.- Infrared Face Recognition by Using Blood Perfusion Data.- On Finding Differences Between Faces.- Face Detection Using Look-Up Table Based Gentle AdaBoost.- Post-processing on LDA's Discriminant Vectors for Facial Feature Extraction.- An Integrated Prediction Model for Biometrics.- Active Shape Models with Invariant Optimal Features (IOF-ASMs).- Palmprint Authentication Using Time Series.- Ear Biometrics by Force Field Convergence.- Short Oral-4.- Towards Scalable View-Invariant Gait Recognition: Multilinear Analysis for Gait.- Combining Verification Decisions in a Multi-vendor Environment.- Gait Recognition by Combining Classifiers Based on Environmental Contexts.- Addressing the Vulnerabilities of Likelihood-Ratio-Based Face Verification.- Practical Biometric Authentication with Template Protection.- A Study of Brute-Force Break-ins of a Palmprint Verification System.- Modification of Intersession Variability in On-Line Signature Verifier.- MOC via TOC Using a Mobile Agent Framework.- Fusion.- Improving Fusion with Margin-Derived Confidence in Biometric Authentication Tasks.- A Classification Approach to Multi-biometric Score Fusion.- A Generic Protocol for Multibiometric Systems Evaluation on Virtual and Real Subjects.- Multi-modal.- Multi-biometrics 2D and 3D Ear Recognition.- Biometric Authentication System Using Reduced Joint Feature Vector of Iris and Face.- An On-Line Signature Verification System Based on Fusion of Local and Global Information.- Human Recognition at a Distance in Video by Integrating Face Profile and Gait.- 50 - 5:50 Oral-7 (Palm and Finger Surface).- Identity Verification Utilizing Finger Surface Features.- Palmprint Authentication Based on Orientation Code Matching.- A Novel Palm-Line Detector.- Speaker and Gait.- A New On-Line Model Quality Evaluation Method for Speaker Verification.- Improving Speaker Verification Using ALISP-Based Specific GMMs.- Multimodal Speaker Verification Using Ear Image Features Extracted by PCA and ICA.- Modelling the Time-Variant Covariates for Gait Recognition.- Face II.- Robust Face Recognition Using Advanced Correlation Filters with Bijective-Mapping Preprocessing.- Photometric Normalisation for Face Verification.- Experimental Evaluation of Eye Location Accuracies and Time-Lapse Effects on Face Recognition Systems.- Experiments in Mental Face Retrieval.- Poster I.- Fingerprint Image Segmentation Based on Quadric Surface Model.- A Fingerprint Matching Algorithm Based on Radial Structure and a Structure-Rewarding Scoring Strategy.- A Novel Algorithm for Distorted Fingerprint Matching Based on Fuzzy Features Match.- Minutiae Quality Scoring and Filtering Using a Neighboring Ridge Structural Analysis on a Thinned Fingerprint Image.- Hardware-Software Codesign of a Fingerprint Identification Algorithm.- Fingerprint Matching Using the Distribution of the Pairwise Distances Between Minutiae.- A Layered Fingerprint Recognition Method.- Super-template Generation Using Successive Bayesian Estimation for Fingerprint Enrollment.- Secure Fingerprint Matching with External Registration.- Palmprint Recognition Using Fourier-Mellin Transformation Based Registration Method.- Parametric Versus Non-parametric Models of Driving Behavior Signals for Driver Identification.- Performance Evaluation and Prediction for 3D Ear Recognition.- Optimal User Weighting Fusion in DWT Domain On-Line Signature Verification.- Gait Recognition Using Spectral Features of Foot Motion.- VALID: A New Practical Audio-Visual Database, and Comparative Results.- Audio-Visual Speaker Identification via Adaptive Fusion Using Reliability Estimates of Both Modalities.- Speaker Identification Using the VQ-Based Discriminative Kernels.- Exploiting Glottal Information in Speaker Recognition Using Parallel GMMs.- Biometric Recognition Using Feature Selection and Combination.- Evaluation of Biometric Identification in Open Systems.- Exploring Similarity Measures for Biometric Databases.- Indexing Biometric Databases Using Pyramid Technique.- Classification Enhancement via Biometric Pattern Perturbation.- Calculation of a Composite DET Curve.- Privacy Operating Characteristic for Privacy Protection in Surveillance Applications.- Poster II.- Headprint - Person Reacquisition Using Visual Features of Hair in Overhead Surveillance Video.- A Survey of 3D Face Recognition Methods.- Influences of Image Disturbances on 2D Face Recognition.- Local Feature Based 3D Face Recognition.- Fusion of Appearance and Depth Information for Face Recognition.- Gabor Feature Based Classification Using 2D Linear Discriminant Analysis for Face Recognition.- Multi-resolution Histograms of Local Variation Patterns (MHLVP) for Robust Face Recognition.- Analysis of Response Performance Characteristics for Identification Using a Matching Score Generation Model.- Pose Invariant Face Recognition Under Arbitrary Illumination Based on 3D Face Reconstruction.- Discriminant Analysis Ba…