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Cover: 9780521876285 | Fundamentals of Object Tracking | Subhash Challa (u. a.) | Buch | 2011
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Fundamentals of Object Tracking
Buch von Subhash Challa (u. a.)
Sprache: Englisch

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Beschreibung
Introduces object tracking algorithms from a unified, recursive Bayesian perspective, along with performance bounds and illustrative examples.
Introduces object tracking algorithms from a unified, recursive Bayesian perspective, along with performance bounds and illustrative examples.
Über den Autor
Subhash Challa is a Senior Principal Research Scientist at NICTA (National ICT Australia) VRL at the University of Melbourne (UoM). He is also one of the co-founders of SenSen Networks Pty Ltd and has been the Director and CTO of the company.
Inhaltsverzeichnis
Preface; 1. Introduction to object tracking; 2. Filtering theory and non-maneuvering object tracking; 3. Maneuvering object tracking; 4. Single-object tracking in clutter; 5. Single- and multiple-object tracking in clutter: object-existence-based approach; 6. Multiple-object tracking in clutter: random-set-based approach; 7. Bayesian smoothing algorithms for object tracking; 8. Object tracking with time-delayed, out-of-sequence measurements; 9. Practical object tracking; A. Mathematical and statistical preliminaries; B. Finite set statistics (FISST); C. Pseudo-functions in object tracking; References; Index.
Details
Erscheinungsjahr: 2011
Fachbereich: Programmiersprachen
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
ISBN-13: 9780521876285
ISBN-10: 0521876281
Sprache: Englisch
Ausstattung / Beilage: HC gerader Rücken kaschiert
Einband: Gebunden
Autor: Challa, Subhash
Tbd
Hersteller: Cambridge University Press
Maße: 250 x 175 x 25 mm
Von/Mit: Subhash Challa (u. a.)
Erscheinungsdatum: 28.07.2011
Gewicht: 0,849 kg
Artikel-ID: 107210234
Über den Autor
Subhash Challa is a Senior Principal Research Scientist at NICTA (National ICT Australia) VRL at the University of Melbourne (UoM). He is also one of the co-founders of SenSen Networks Pty Ltd and has been the Director and CTO of the company.
Inhaltsverzeichnis
Preface; 1. Introduction to object tracking; 2. Filtering theory and non-maneuvering object tracking; 3. Maneuvering object tracking; 4. Single-object tracking in clutter; 5. Single- and multiple-object tracking in clutter: object-existence-based approach; 6. Multiple-object tracking in clutter: random-set-based approach; 7. Bayesian smoothing algorithms for object tracking; 8. Object tracking with time-delayed, out-of-sequence measurements; 9. Practical object tracking; A. Mathematical and statistical preliminaries; B. Finite set statistics (FISST); C. Pseudo-functions in object tracking; References; Index.
Details
Erscheinungsjahr: 2011
Fachbereich: Programmiersprachen
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
ISBN-13: 9780521876285
ISBN-10: 0521876281
Sprache: Englisch
Ausstattung / Beilage: HC gerader Rücken kaschiert
Einband: Gebunden
Autor: Challa, Subhash
Tbd
Hersteller: Cambridge University Press
Maße: 250 x 175 x 25 mm
Von/Mit: Subhash Challa (u. a.)
Erscheinungsdatum: 28.07.2011
Gewicht: 0,849 kg
Artikel-ID: 107210234
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