Biometric Inverse Problems

, by Yanushkevich, Svetlana N.; Stoica, Adrian; Shmerko, Vlad P.; Popel, Denis V.

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ISBN: 9781420037975 | 1420037978
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Copyright: 5/5/2005

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Supplemental Materials

Preface
Acknowledgements
Introduction to the Inverse Problems of Biometrics
Attacks on Biometric Systems
Classical Direct and Inverse Problems
Direct and Inverse Problems of Biometrics
Basic Notion of Biometric Data
Examples of Synthetic Biometric Data
Conversating of Biometric Information
Design of Biometric Devices and Systems
Applications of Inverse Biometrics
Ethical and Social Aspects of Inverse Biometrics
Summary
Problems
Further Reading
References
Basics of Synthetic Biometric Data Structure Design
Basic Concepts of Synthetic Biometric Data Structure Design
Synthesis Strategies
Information Carried by Biometric Data
Generation of Random Biometric Attributes
Degradation Model in Synthesis of Biometric Data
Image Warping
Deformation by Interpolation and Approximation
Extracting and Generating Features
Summary
Problems
Further Reading
References
Synthetic Signatures
Introduction
Basics of Signature Synthesis
Signature Synthesis Techniques
Statistically Meaningful Synthesis
Implementation
Summary
Problems
Further Reading
References
Synthetic Fingerprints
Introduction
Modeling a Fingerprint
Extraction of Features
Library of Topological Primitives
Local Generators: Fingerprint Primitives
Global Generators: Orientation Map
Polar Transformation of Orientation Map
Generating Synthetic Fingerprint Images from an Orientation Map
Other Global Topological Models
Summary
Problems
Further Reading
References
Synthetic Faces
Introduction to Facial Expressions Design
Modeling of Facial Expressions
Facial Topology Transformation and Manipulation
Local Facial Models
Facial Synthesizers
Automated Support of Deceit Detection
Summary
Problems
Further Reading
References
Synthetic Iris
State-of-the-Art Iris Synthesis
Eye Model
Iris Image Processing
Iris Synthesis by Transformation
Iris Synthesis by Assembling
Summary
Problems
Further Reading
References
Biometric Data Structure Representation by Voronoi Diagrams
Voronoi Data Structure
Basics of Voronoi Diagram Technique
Direct and Inverse Voronoi Transform
Properties
Voronoi Data Structure in Topological Analysis and Synthesis
Topological Compatibility of the Voronoi Diagram
Implementing the Discrete Voronoi Transform with a Distance Transform
Calculating Area Voronoi Diagrams using Nearest-Neighbor Transform
Summary
Problems
Further Reading
References
Synthetic DNA
Introduction
Basics of DNA Biometrics
DNA/Protein Synthesis Techniques
Examples of Markov Models
Postprocessing: Pairwise Alignments
Algorithm for Sequence Generation
Summary
Problems
Further Reading
References
Index
Table of Contents provided by Publisher. All Rights Reserved.

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Biometric Inverse Problems

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