Poisson Point Processes Imaging, Tracking, and Sensing /

• Κύριος συγγραφέας: Streit, Roy L. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US : Imprint: Springer, 2010.
• Θέματα: Engineering.; Mathematical statistics.; Probabilities.; Signal, Image and Speech Processing.; Probability Theory and Stochastic Processes.; Probability and Statistics in Computer Science.

"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...

Πίνακας περιεχομένων:

• 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.