Advances in Biometrics: International Conference, ICB 2006, Hong Kong, China, January 5-7, 2006, Proceedings

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Springer Science & Business Media, Feb 10, 2006 - Business & Economics - 796 pages
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This book constitutes the refereed proceedings of the International Conference on Biometrics, ICB 2006, held in Hong Kong, China in January 2006. The book includes 104 revised full papers covering such areas of biometrics as the face, fingerprint, iris, speech and signature, biometric fusion and performance evaluation, gait, keystrokes, and more. In addition the results of the Face Authentication Competition (FAC 2006) are also announced in this volume.

 

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Contents

Performance Characterisation of Face Recognition Algorithms and Their Sensitivity to Severe Illumination Changes
1
Assessment of Blurring and Facial Expression Effects on Facial Image Recognition
12
Ambient Illumination Variation Removal by Active NearIR Imaging
19
Rapid 3D Face Data Acquisition Using a ColorCoded Pattern and a Stereo Camera System
26
Face Recognition Issues in a Border Control Environment
33
Face Recognition Using Ordinal Features
40
Specific Sensors for Face Recognition
47
Multimodal Face Images
55
Global Texture Analysis of Iris Images for Ethnic Classification
411
Modeling Intraclass Variation for Nonideal Iris Recognition
419
A Model Based Anatomy Based Method for Synthesizing Iris Images
428
Study and Improvement of Iris Location Algorithm
436
Applications of Wavelet Packets Decomposition in Iris Recognition
443
Iris Image RealTime Preestimation Using Compound BP Neural Network
450
Iris Recognition in Mobile Phone Based on Adaptive Gabor Filter
457
Robust and Fast Assessment of Iris Image Quality
464

Recognize Color Face Images Using Complex Eigenfaces
64
Face Verification Based on Bagging RBF Networks
69
A Symmetry Consideration
78
Automatic 3D Face Recognition Using Discriminant Common Vectors
85
Face Recognition by Inverse Fisher Discriminant Features
92
3D Face Recognition Based on Facial Shape Indexes with Dynamic Programming
99
Revealing the Secret of FaceHashing
106
A Behavioral and Physiological Approach Using Pseudo Hierarchical Hidden Markov Models
113
Cascade AdaBoost Classifiers with Stage Optimization for Face Detection
121
Facial Image Reconstruction by SVDDBased Pattern Denoising
129
Pose Estimation Based on Gaussian Error Models
136
A Novel PCABased Bayes Classifier and Face Analysis
144
Highly Accurate and Fast Face Recognition Using Near Infrared Images
151
Background Robust Face Tracking Using Active Contour Technique Combined Active Appearance Model
159
Ensemble LDA for Face Recognition
166
Information Fusion for Local Gabor Features Based Frontal Face Verification
173
Using Genetic Algorithms to Find PersonSpecific Gabor Feature Detectors for Face Indexing and Recognition
182
The Application of Extended Geodesic Distance in Head Poses Estimation
192
Improved Parameters Estimating Scheme for EHMM with Application to Face Recognition
199
ComponentBased Active Appearance Models for Face Modelling
206
Incorporating Image Quality in Multialgorithm Fingerprint Verification
213
A New Approach to Fake Finger Detection Based on Skin Distortion
221
ModelBased Quality Estimation of Fingerprint Images
229
A Statistical Evaluation Model for MinutiaeBased Automatic Fingerprint Verification Systems
236
A Multicamera Touchless Device to Acquire 3D RolledEquivalent Fingerprints
244
Extraction of Stable Points from Fingerprint Images Using Zone Couldbein Theorem
251
Fingerprint Image Enhancement Based on a Half Gabor Filter
258
Fake Fingerprint Detection by Odor Analysis
265
RidgeBased Fingerprint Recognition
273
Fingerprint Authentication Based on Matching Scores with Other Data
280
Effective Fingerprint Classification by Localized Models of Support Vector Machines
287
Algorithms and the Performance
294
Enhancement of Low Quality Fingerprints Based on Anisotropic Filtering
302
A Graph Based Fingerprint Representation and Matching Algorithm
309
A Fingerprint Recognition Algorithm Combining PhaseBased Image Matching and FeatureBased Matching
316
Fast and Robust Fingerprint Identification Algorithm and Its Application to Residential Access Controller
326
Design of Algorithm Development Interface for Fingerprint Verification Algorithms
334
The Use of Fingerprint Contact Area for Biometric Identification
341
Preprocessing of a Fingerprint Image Captured with a Mobile Camera
348
A PhaseBased Iris Recognition Algorithm
356
Graph Matching Iris Image Blocks with Local Binary Pattern
366
Localized Iris Image Quality Using 2D Wavelets
373
Iris Authentication Using Privatized Advanced Correlation Filter
382
Extracting and Combining Multimodal Directional Iris Features
389
Fake Iris Detection by Using Purkinje Image
397
A Novel Method for Coarse Iris Classification
404
Efficient Iris Recognition Using Adaptive Quotient Thresholding
472
A Novel Iris Segmentation Method for HandHeld Capture Device
479
Iris Recognition with Support Vector Machines
486
Multilevel Fusion of Audio and Visual Features for Speaker Identification
493
Online Signature Verification with New Time Series Kernels for Support Vector Machines
500
Generation of Replaceable Cryptographic Keys from Dynamic Handwritten Signatures
509
Online Signature Verification Based on Global Feature of Writing Forces
516
Improving the Binding of Electronic Signatures to the Signer by Biometric Authentication
523
A Comparative Study of Feature and Score Normalization for Speaker Verification
531
Dynamic Bayesian Networks for AudioVisual Speaker Recognition
539
Identity Verification Through Palm Vein and Crease Texture
546
Multimodal Facial Gender and Ethnicity Identification
554
Continuous Verification Using Multimodal Biometrics
562
Fusion of Face and Iris Features for Multimodal Biometrics
571
The Role of Statistical Models in Biometric Authentication
581
Technology Evaluations on the THFACE Recognition System
589
Study on Synthetic Face Database for Performance Evaluation
598
Gait Recognition Based on Fusion of Multiview Gait Sequences
605
Motion Silhouettes Image MSI
612
Reconstruction of 3D Human Body Pose for Gait Recognition
619
Artificial Rhythms and Cues for Keystroke Dynamics Based Authentication
626
Retraining a Novelty Detector with Impostor Patterns for Keystroke DynamicsBased Authentication
633
Biometric Access Control Through Numerical Keyboards Based on Keystroke Dynamics
640
Keystroke Biometric System Using Wavelets
647
GA SVM Wrapper Ensemble for Keystroke Dynamics Authentication
654
Input Dynamics
661
A Study of Identical Twins Palmprints for Personal Authentication
668
A Novel Hybrid CryptoBiometric Authentication Scheme for ATM Based Banking Applications
675
An Uncorrelated Fisherface Approach for Face and Palmprint Recognition
682
Fast and Accurate Segmentation of Dental XRay Records
688
Acoustic Ear Recognition
697
Classification of Bluffing Behavior and Affective Attitude from Prefrontal Surface Encephalogram During OnLine Game
706
A Novel Strategy for Designing Efficient Multiple Classifier
713
Hand Geometry Based Recognition with a MLP Classifier
721
A False Rejection Oriented Threat Model for the Design of Biometric Authentication Systems
728
A Bimodal Palmprint Verification System
737
FeatureLevel Fusion of Hand Biometrics for Personal Verification Based on Kernel PCA
744
Human Identification System Based on PCA Using Geometric Features of Teeth
751
An Improved SuperResolution with Manifold Learning and Histogram Matching
756
Invertible Watermarking Algorithm with Detecting Locations of Malicious Manipulation for Biometric Image Authentication
763
The Identification and Recognition Based on Point for Blood Vessel of Ocular Fundus
770
A Method for Footprint Range Image Segmentation and Description
777
Human Ear Recognition from Face Profile Images
786
Author Index
793
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About the author (2006)

Zhang has 18 years' experience developing large-scale database applications, including online transaction processing systems and data warehouses.