Person Re-Identification

Re-identification offers a useful tool for non-invasive biometric validation, surveillance, and human-robot interaction in a broad range of applications from crowd traffic management to personalised healthcare. This comprehensive volume is the first work of its kind dedicated to addressing the chall...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Gong, Shaogang (Editor ), Cristani, Marco (Editor ), Yan, Shuicheng (Editor ), Loy, Chen Change (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Springer London : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Colección:Advances in Computer Vision and Pattern Recognition,
Temas:
Computer vision.
Pattern recognition systems.
Computer science-Mathematics.
Application software.
User interfaces (Computer systems).
Human-computer interaction.
Artificial intelligence.
Computer Vision.
Automated Pattern Recognition.
Mathematical Applications in Computer Science.
Computer and Information Systems Applications.
User Interfaces and Human Computer Interaction.
Artificial Intelligence.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • The Re-Identification Challenge
  • Part I: Features and Representations
  • Discriminative Image Descriptors for Person Re-Identification
  • SDALF
  • Re-Identification by Covariance Descriptors
  • Attributes-Based Re-Identification
  • Person Re-Identification by Attribute-Assisted Clothes Appearance
  • Person Re-Identification by Articulated Appearance Matching
  • One-Shot Person Re-Identification with a Consumer Depth Camera
  • Group Association
  • Evaluating Feature Importance for Re-Identification
  • Part II: Matching and Distance Metric
  • Learning Appearance Transfer for Person Re-Identification
  • Mahalanobis Distance Learning for Person Re-Identification
  • Dictionary-Based Domain Adaptation Methods for the Re-Identification of Faces
  • From Re-Identification to Identity Inference
  • Re-Identification for Improved People Tracking
  • Part III: Evaluation and Application
  • Benchmarking for Person Re-Identification
  • Person Re-Identification
  • People Search with Textual Queries about Clothing Appearance Attributes
  • Large Scale Camera Topology Mapping
  • Scalable Multi-Camera Tracking in a Metropolis.

Ejemplares similares