Machine Learning in Computer Vision

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Sebe, Nicu (Autor), Cohen, Ira (Autor), Garg, Ashutosh (Autor), Huang, Thomas S. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Dordrecht : Springer Netherlands : Imprint: Springer, 2005.
Edición:1st ed. 2005.
Colección:Computational Imaging and Vision ; 29
Temas:
Image processing-Digital techniques.
Computer vision.
User interfaces (Computer systems).
Human-computer interaction.
Multimedia systems.
Computer science-Mathematics.
Mathematical statistics.
Computer Imaging, Vision, Pattern Recognition and Graphics.
User Interfaces and Human Computer Interaction.
Multimedia Information Systems.
Probability and Statistics in Computer Science.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Theory: Probabilistic Classifiers
  • Theory: Generalization Bounds
  • Theory: Semi-Supervised Learning
  • Algorithm: Maximum Likelihood Minimum Entropy HMM
  • Algorithm: Margin Distribution Optimization
  • Algorithm: Learning the Structure of Bayesian Network Classifiers
  • Application: Office Activity Recognition
  • Application: Multimodal Event Detection
  • Application: Facial Expression Recognition
  • Application: Bayesian Network Classifiers for Face Detection.

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