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...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Streit, Roy L. (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: New York, NY : Springer US : Imprint: Springer, 2010.
Edition:1st ed. 2010.
Subjects:
Signal processing.
Probabilities.
Computer science-Mathematics.
Mathematical statistics.
Signal, Speech and Image Processing .
Probability Theory.
Probability and Statistics in Computer Science.
Online Access:Texto Completo
Table of Contents:
  • 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.

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