Biometric Recognition
6th Chinese Conference, CCBR 2011, Beijing, China, December 3-4, 2011. Proceedings
Published on 4. November 2011
XIV, 290 pages
978-3-642-25449-9 (ISBN)
Description
This book constitutes the refereed proceedings of the 6th Chinese Conference on Biometric Recognition, CCBR 2011, held in Beijing, China in December 2011. The 35 revised full papers were carefully reviewed and selected from 71 submissions. The papers are organized in topical sections on problems in face; iris; hand biometrics; speaker; handwriting; gait; behavioral and soft biometrics; and security.
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Zhenan Sun | Jianhuang Lai | Xilin Chen
Biometric Recognition
6th Chinese Conference, CCBR 2011, Beijing, China, December 3-4, 2011. Proceedings
Book
11/2011
Springer
€53.49
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Content
- Intro
- Title
- Preface
- Organization
- Table of Contents
- Face
- Video-Based Face Recognition: State of the Art
- Introduction
- Video-Image Face Recognition
- Video-Video Face Recognition
- Feature Vector Based Methods
- Distribution of Faces in Videos
- Dynamic Changes of Faces in Videos
- Video Face Database
- Conclusion
- References
- Face Recognition with Directional Local Binary Patterns
- Introduction
- Directional Local Binary Patterns (DLBP)
- Classification
- Experiments
- Results on the FERET Database
- Results on the PolyU-NIRFD Database
- Conclusion
- References
- A Novel Feature Extraction Method for Face Recognition under Different Lighting Conditions
- Introduction
- Outline of Locally Adaptive Regression Kernels Descriptor
- Image Decomposition Based on Locally Adaptive Regression Kernels Descriptors (ID-LARK)
- Image Decomposition and Feature Representation
- Relationship to LARK
- Experiments
- Experiment Using the Extend Yale B Database
- Experiment Using the PIE Database
- Conclusions
- References
- Large Scale Identity Deduplication Using Face Recognition Based on Facial Feature Points
- Introduction
- Stability of 105 Facial Feature Points
- Improved Face Recognition System
- Introduction of THFR System
- Improved Algorithm of Face Recognition
- Algorithm of Deduplication
- Experimental Results
- Normal Query Application
- Deduplication Application
- Conclusion
- References
- A Sparse Local Feature Descriptor for Robust Face Recognition
- Introduction
- Overview and Analysis of SIFT Features
- Overview of SIFT Features
- Analysis of SIFT Features
- Proposed Sparse Local Feature Descriptor
- Sparse Local Feature Descriptor ( SLFD)
- Matching Criterion
- Experiments
- Verification Experiments and Discussion
- Performance of the Proposed Method
- Conclusion
- References
- Asymmetric Facial Shape Based on Symmetry Assumption
- Introduction
- Reflectance Model
- Reflectance Model
- Fitting Compared
- Shape Recovery
- Symmetry
- Shape Recovery
- Experimental Results
- Face Relighting
- Shape Recovery
- Conclusion
- References
- Fuzzy Cyclic Random Mapping for Face Recognition Based on MD-RiuLBP Feature
- Introduction
- The Realization of FCRM
- The Framework of FCRM
- Face Feature Extraction
- Random Mapping
- Feature Binarization
- Template Generation in Registration Stage
- Key Extraction and Judgment in Authentication and Identification
- Experimental Analysis
- Validation of Binarization and Random Mapping
- Performance of Authentication
- Performance of Identification
- Conclusions
- References
- Color Face Recognition Based on Statistically Orthogonal Analysis of Projection Transforms
- Introduction
- Statistically Orthogonal Analysis (SOA)
- Projection Transform of R Component
- Projection Transform of G Component
- Projection Transform of B Component
- Realization Algorithm of SOA
- Experiments
- Conclusions
- References
- Real-Time Head Pose Estimation Using Random Regression Forests
- Introduction
- Related Work
- Head Pose Estimation with Random Regression Forests
- Discriminative Integral Slice Features
- Random Regression Forests
- Experiments
- Conclusion
- References
- Head Pose Estimation Using Simple Local Gabor Binary Pattern
- Introduction
- Feature Description
- Local Gabor Binary Pattern
- Simple Local Gabor Binary Pattern
- Experiments
- Conclusion
- References
- Iris
- Ethnic Classification Based on Iris Images
- Introduction
- Related Work
- Proposed Method
- Iris Image Preprocessing and Feature Extraction
- Codebook Optimization and Iris Image Representing
- Experimental Results
- Experiment Setup
- Results and Discussions
- Conclusions
- References
- Iterative Directional Ray-Based Iris Segmentation for Challenging Periocular Images
- Introduction
- Face and Ocular Challenge Series (FOCS) Dataset
- Image Pre-processing
- Illumination Normalization
- Eye Center Detection
- Inpainting
- Iterative Directional Ray-Based Iris Segmentation
- Directional Ray Detection
- Pupil Segmentation
- Iris Segmentation
- Eyelid Boundary Detection
- Experimental Evaluation
- Final Remarks
- References
- Iris Plaque Detection Method Based on Level Set
- Introduction
- Iris Plaques Detection Method
- Characters of Plaques
- Algorithm
- Experiment and Analysis
- Conclusion
- References
- Hand
- Invariant Hand Biometrics Feature Extraction
- Introduction
- Literature Review
- Segmentation
- Feature Extraction
- Finger Classification
- Tip Detection
- Valley Detection
- Left/Right Hand Classification
- Results
- Conclusions
- References
- Palm Vein Recognition Based on Three Local Invariant Feature Extraction Algorithms
- Introduction
- Image Preprocessing
- Local Invariant Feature Extraction
- SIFT on Palm Vein
- SURF on Palm Vein
- ASIFT on Palm Vein
- Image Matching and Recognition
- Experimental Results
- Conclusion
- References
- Finger Knuckleprint Based Recognition System Using Feature Tracking
- Introduction
- Mathematical Basis
- LBP Based Image Enhancement
- Lukas Kanade Tracking
- Proposed System
- Image Enhancement
- Feature Extraction
- Matching
- Experimental Results
- Conclusion
- References
- A Preliminary Study of Handprint Synthesis
- Introduction
- Statistical Modeling
- Terms
- Contour and Creases
- Ridge Pattern
- Orientation Field
- Singularity Configuration
- Distal Segment of Finger.
- Interdigital Region.
- Hypothenar Region.
- Synthesis
- Summary and Future Directions
- References
- Behavioral Biometrics
- A Survey of On-line Signature Verification
- Introduction
- Data Acquisition
- Preprocessing
- Feature Extraction
- Training and Verification
- Signature Databases and Experiment Protocols
- Conclusions
- References
- A Survey of Advances in Biometric Gait Recognition
- Introduction
- Overview
- Recent Progresses
- Spatial Feature
- Two-Dimensional Model.
- Three-Dimensional Model.
- Model Free.
- Temporal Feature
- Periodic Feature.
- Temporal Projection.
- Temporal Modeling.
- Other Issues
- Conclusions
- References
- Significance of Dynamic Content of Gait Present in the Lower Silhouette Region
- Introduction
- Related Works
- Feature Extraction
- Experiments
- Results and Analysis
- Conclusion
- Future Works
- References
- Emotional Speaker Identification by Humans and Machines
- Introduction
- Dataset
- Aural System
- Task Definition
- Listening Protocol
- Test Procedure
- ASI System
- Experiment Results
- IR (Human Listeners vs. Machine Algorithm)
- IR(Multiple Human Listeners vs. Machine Algorithm)
- Conclusion
- References
- Applying Emotional Factor Analysis and I-Vector to Emotional Speaker Recognition
- Introduction
- Emotional Factor Analysis
- Subspace Estimating
- I-Vector
- WCCN
- LDA
- Emotional Speaker Recognition System
- Corpus
- Training EFA Model
- Training I-Vector Model
- Experiment Results
- Conclusion
- References
- Sub-band Main Peak Frequency Application for Speaker Identification
- Introduction
- SMPF Extracted by All-Pole Model
- Speaker Identification by SMPF
- Database
- Experiment Result
- Analysis and Conclusion
- References
- Main Dialect Identification in Mainland China, Hong Kong and Taiwan
- Introduction
- Speech Corpus for Mainland China, Hong Kong and Taiwan
- Speech Acquisition Scheme
- Composition of the Corpus
- Main Dialect Identification in Mainland China, Hong Kong and Taiwan
- Gaussian Mixture Model (GMM) for Dialect Identification
- MKLD-GCS Method for Dialect Identification
- Experimental Results and Analysis
- Comparison between Two Kinds of Dialect Identification
- The Second Kind of Dialect Identification Based on MKLD-GCS
- Comparison for the Second Kind of Dialect Identification
- Conclusion
- References
- Soft Biometrics
- Human Identification and Gender Recognition from Boxing
- Introduction
- Period Detection
- Human Identification
- Design of Algorithm
- Identification Experiments
- Gender Recognition
- Design of Algorithm
- Gender Recognition Experiments
- Conclusions
- References
- Learning Gabor Features for Facial Age Estimation
- Introduction
- Prior Work
- Contribution of Work
- Gabor Feature
- Experiment
- Face Aging Databases
- Performance Measure
- Experiment Setups
- Experiment Results
- Conclusion
- References
- Gender Classification via Global-Local Features Fusion
- Introduction
- Active Appearance Model
- Local Binary Patterns
- Support Vector Machines
- Experiments
- Conclusions
- References
- Age Estimation Using Multi-Label Learning
- Introduction
- Multi-Label Learning on Age Estimation
- Multi-Label Learning
- Multi-Label Learning on Age Estimation
- Experiments
- Experimental Setting
- Experimental Results
- Conclusion and Future Work
- References
- Security
- Selecting Distinctive Features to Improve Performances of Multidimensional Fuzzy Vault Scheme
- Introduction
- Fuzzy Vault Scheme and Multidimensional Fuzzy Vault Scheme
- Lock Algorithm
- Unlock Algorithm
- Measuring the Distinguishing Ability of Features in Different Dimensions of the Feature Vector
- Interclass Variances and Intraclass Variances of a Single Feature
- Recognition Rate
- Principles of Genuine Points Generation by Feature Selection
- MDFVS Implementation with Proposed Feature Selection Approach
- Framework of Implementation of MDFVS with Feature Selection
- PCA Feature Discrimination Measurement by Recognition Rate
- Experimental Results
- Conclusions and Future Work
- References
- A Fuzzy Vault Scheme for Feature Fusion
- Introduction
- The Proposed Scheme
- Fuzzy Vault Encoding
- Fuzzy Vault Decoding
- Experimental Results
- Conclusion
- References
- Sparse Reconstruction Based Watermarking for Secure Biometric Authentication
- Introduction
- Framework
- Watermarking Method
- Sparse Reconstruction Based Authentication
- Experimental Results
- Conclusions
- References
- Other Biometrics
- A Review of Recent Advances in Ear Recognition
- Introduction
- Principal Methods for Ear Recognition
- Ear Image Datasets
- Automated Ear Detection
- Ear Recognition Using 3D Data
- 3D Ear Recognition Based on 2D Images
- Ear Recognition in 2D
- Multimodal Recognition Using Face and Ear
- Conclusions and Future Interests
- References
- SDUMLA-HMT: A Multimodal Biometric Database
- Introduction
- SDUMLA-HTM Database
- Face Database
- Finger Vein Database
- Gait Database
- Iris Database
- Multi-sensor Fingerprint Database
- Conclusions
- References
- Study of Human Identification by Electrocardiogram Waveform Morph
- Introduction
- Related Works
- ECG Waveform Morph
- Related Formal Description
- ECG Waveform Comparison
- Idea of ECG Waveform Morph
- ECG Data Map to Morph
- Tunnel Morph Description Based on RGB Color
- Edge Extraction
- Individual Judgment
- Experiment
- Data Description
- `Judging
- Discussion
- Further Study
- References
- Non-user-Specific Multivariate Biometric Discretizat ion with Medoid-Based Segmentation
- Introduction
- Our Proposed Multivariate Discretization Approach
- Representative-Based Segmentation
- Segmentation Encoding
- Experiments and Discussions
- Experiment Setup
- Performance Evaluation
- Conclusion and Future Work
- References
- Author Index
