Poisson Point Processes Imaging, Tracking, and Sensing
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Form:Einzelkauf Download
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Sprache:Englisch
149,79 €
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Produktdetails
Format
Kopierschutz
Nein
Family Sharing
Nein
Text-to-Speech
Nein
Erscheinungsdatum
15.09.2010
Verlag
Springer New YorkSeitenzahl
273 (Printausgabe)
Dateigröße
3344 KB
Sprache
Englisch
EAN
9781441969231
"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.
-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.
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