Name: Poisson Point Processes: Imaging, Tracking, and Sensing (en Inglés)
Price: 186240.00 CLP
Availability: InStock
Author: Roy L. Streit
ISBN: 9781441969224

portada Poisson Point Processes: Imaging, Tracking, and Sensing (en Inglés)

Formato

Libro Físico

Editorial

Springer

Autor

Roy L. Streit

Año

2010

Idioma

Inglés

N° páginas

273

Encuadernación

Tapa Dura

Peso

1.26

ISBN

1441969225

ISBN13

9781441969224

N° edición

2010

Categorías

Ciencias de la computación

Poisson Point Processes: Imaging, Tracking, and Sensing (en Inglés)

Roy L. Streit (Autor) · Springer · Tapa Dura

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Reseña del libro "Poisson Point Processes: Imaging, Tracking, and Sensing (en Inglés)"

"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 tracking and distributed sensor detection, written from an engineering perspective. A valuable discussion of the basic properties of finite random sets is included. Maximum likelihood estimation techniques are discussed for several parametric forms of the intensity function, including Gaussian sums, together with their Cramer-Rao bounds. These methods are then used to investigate: -Several medical imaging techniques, including positron emission tomography (PET), single photon emission computed tomography (SPECT), and transmission tomography (CT scans) -Various multi-target and multi-sensor tracking applications, -Practical applications in areas like distributed sensing and detection, -Related finite point processes such as marked processes, hard core processes, cluster processes, and doubly stochastic processes, Perfect for researchers, engineers and graduate students working in electrical engineering and computer science, Poisson Point Processes will prove to be an extremely valuable volume for those seeking insight into the nature of these processes and their diverse applications.