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  • © 2007

Reliable Face Recognition Methods

System Design, Implementation and Evaluation

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  • Well-focused approach and clarity of presentation make this an excellent reference work
  • Unique state-of-the-art survey text examines the evolution of face-recognition systems as they drive for superior reliability and describes methods being considered and tested for enhancing system design and implementation

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Table of contents (16 chapters)

  1. Front Matter

    Pages i-xiii
  2. Introduction

    Pages 1-14
  3. The Human Face

    Pages 15-34
  4. Data Collection

    Pages 53-63
  5. Face Representation

    Pages 65-96
  6. Face Recognition

    Pages 97-120
  7. Face in a Crowd

    Pages 121-153
  8. 3D

    Pages 155-168
  9. Data Fusion

    Pages 169-190
  10. Denial and Deception

    Pages 191-211
  11. Augmented Cognition

    Pages 213-221
  12. Performance Evaluation

    Pages 223-241
  13. Error Analysis

    Pages 243-259
  14. Security and Privacy

    Pages 261-274
  15. e-Science and Computing

    Pages 275-282
  16. Epilogue

    Pages 283-287
  17. Back Matter

    Pages 289-329

About this book

One of the challenges for computational intelligence and biometrics is to understand how people process and recognize faces and to develop automated and reliable face recognition systems. Biometrics has become the major component in the complex decision making process associated with security applications. The many challenges addressed for face detection and authentication include cluttered environments, occlusion and disguise, temporal changes, robust training and open set testing.

Reliable Face Recognition Methods seeks to comprehensively address the face recognition problem while gaining new insights from complementary fields of endeavor such as neurosciences, statistics, signal and image processing, computer vision, machine learning and data mining. This book examines the evolution of research surrounding the field to date, explores new directions, and offers specific guidance on the most promising venues for future research and development.

Endorsements by: Ruud Bolle (IBM), John Daugman (Cambridge University, UK), David Zhang (Hong Kong Polytechnic University, China), Stan Li (Chinese Academy of Sciences, China), Tom Huang (University of Illinois, USA).

 

Authors and Affiliations

  • Dept. of Computer Science, George Mason University, Fairfax, USA

    Harry Wechsler

Bibliographic Information

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access