Human Recognition in Unconstrained Environments provides a unique picture of the complete ‘in-the-wild’ biometric recognition processing chain; from data acquisition through to detection, segmentation, encoding, and matching reactions against security incidents.
Coverage includes:
Data hardware architecture fundamentals
Background subtraction of humans in outdoor scenes
Camera synchronization
Biometric traits: Real-time detection and data segmentation
Biometric traits: Feature encoding / matching
Fusion at different levels
Reaction against security incidents
Ethical issues in non-cooperative biometric recognition in public spaces
With this book readers will learn how to:
Use computer vision, pattern recognition and machine learning methods for biometric recognition in real-world, real-time settings, especially those related to forensics and security
Choose the most suited biometric traits and recognition methods for uncontrolled settings
Evaluate the performance of a biometric system on real world data
Les mer
1. Iris Recognition on Mobile Devices Using Near-Infrared Images
2. Face recognition using dictionary learning and domain adaptation
3. Periocular Recognition in Non-ideal Images
4. Real Time 3D Face-Ear Recognition on Mobile Devices: New Scenarios for 3D Biometricks “in-the-Wild
5. Fingerphoto Recognition in Outdoor Environment using Smartphones
6. Soft biometric labels in the wild. Case study on gender classification
7. Unconstrained data acquisition frameworks and protocols
8. Biometric Authentication to Access Controlled Areas through Eye Tracking
9. Non-cooperative biometrics: Cross-Jurisdictional concerns
10. Pattern Recognition and Machine Learning Methods for assessing the quality of fingerprints
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Learn to use computer vision, pattern recognition, and machine learning methods for biometrics in this discussion of the biometric recognition processing chain
Learn to use computer vision, pattern recognition, and machine learning methods for biometrics in this discussion of the biometric recognition processing chain
Presents a complete picture of the biometric recognition processing chain, ranging from data acquisition to the reaction procedures against security incidents
Provides specific requirements and issues behind each typical phase of the development of a robust biometric recognition system
Includes a contextualization of the ethical/privacy issues behind the development of a covert recognition system which can be used for forensics and security activities
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Produktdetaljer
ISBN
9780081007051
Publisert
2017-01-13
Utgiver
Vendor
Academic Press Inc.(London) Ltd
Vekt
670 gr
Høyde
235 mm
Bredde
191 mm
Aldersnivå
P, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
248
Redaktør