Poisson Point Processes Imaging, Tracking, and Sensing /

"Poisson Point Processes provides an overview of non-homogeneous and multidimensional Poisson point processes and their numerous applications. Readers will find constructive mathematical tools and applications ranging from emission and transmission computed tomography to multiple target trackin...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Streit, Roy L. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer US : Imprint: Springer, 2010.
Edición:1st ed. 2010.
Temas:
Signal processing.
Probabilities.
Computer science-Mathematics.
Mathematical statistics.
Signal, Speech and Image Processing .
Probability Theory.
Probability and Statistics in Computer Science.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Fundamentals
  • Fundamentals
  • The Poisson Point Process
  • Intensity Estimation
  • Cramér-Rao Bound (CRB) for Intensity Estimates
  • Applications to Imaging, Tracking, and Distributed Sensing
  • Tomographic Imaging
  • Multiple Target Tracking
  • Distributed Sensing
  • Beyond the Poisson Point Process
  • A Profusion of Point Processes
  • The Cutting Room Floor.

Ejemplares similares