Human Recognition in Unconstrained Environments

Using Computer Vision, Pattern Recognition and Machine Learning Methods for Biometrics

Nonfiction, Computers, Advanced Computing, Engineering, Computer Vision, Application Software, General Computing
Cover of the book Human Recognition in Unconstrained Environments by , Elsevier Science
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Author: ISBN: 9780081007129
Publisher: Elsevier Science Publication: January 9, 2017
Imprint: Academic Press Language: English
Author:
ISBN: 9780081007129
Publisher: Elsevier Science
Publication: January 9, 2017
Imprint: Academic Press
Language: English

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

  • 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

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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:

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