Face processing : advanced modeling and methods /

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Major strides have been made in face processing in the last ten years due to the fast growing need for security in various locations around the globe. A human eye can discern the details of a specific face with relative ease. It is this level of detail that researchers are striving to create with ev...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Zhao, Wenyi, Chellappa, Rama
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam ; Boston : Elsevier / Academic Press, ©2006.
Temas:
Human face recognition (Computer science)
Biometric Identification
Reconnaissance faciale (Informatique)
COMPUTERS > Computer Vision & Pattern Recognition.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Preface
  • PART I: THE BASICS
  • Chapter 1: A Guided Tour for Face Processing
  • Chapter 2: Eigenface and Beyond
  • Chapter 3: Statistical Evaluation of Face Recognition Systems
  • PART II: FACE MODELING
  • Chapter 4: 3D Morphable Face Model: A Unified Approach for Analysis and Synthesis of Images
  • Chapter 5: Expression-Invariant Three-Dimensional Face Recognition
  • Chapter 6: 3D Face Modeling from Monocular Video Sequences
  • Chapter 7: Face Modeling by Information Maximization
  • Chapter 8: Face Recognition by Human
  • Chapter 9: Predicting Face Recognition Success for Humans
  • Chapter 10: Distributed Representation of Faces and Objects
  • PART III: ADVANCED METHODS
  • Chapter 11: On the Effect of Illumination and Face Recognition
  • Chapter 12: Modeling Illumination Variation with Spherical Harmonics
  • Chapter 13: Multi-Subregion Based Probabilistic Approach Toward Pose-Invariant Face Recognition
  • Chapter 14:Morphable Models for Training a Component-Based Face Recognition System
  • Chapter 15: Model-Based Face Modeling and Tracking with Application to Video Conferencing
  • Chapter 16: 3D and MultiModal 3D & 2D Face Recognition
  • Chapter 17: Beyond One Still Image: Face Recognition from multiple Still Images or Video Sequence
  • Chapter 18: Subset Modeling of Face Localization Error, Occlusion and Expression
  • Chapter 19: Real-Time Robust Face and Facial Features Detection with Information-Based Maximum Discrimination
  • Chapter 20: Current Landscape of Thermal Infrared Face Recognition
  • Chapter 21: Multimodal Biometrics: Augmenting Face with Other Cues.

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