Fundamentals of Object Tracking (Hardcover)

Language: English

Published by Cambridge University Press, Cambridge, 2011

0521876281 / 9780521876285

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Hardcover. Kalman filter, particle filter, IMM, PDA, ITS, random sets. The number of useful object-tracking methods is exploding. But how are they related? How do they help track everything from aircraft, missiles and extra-terrestrial objects to people and lymphocyte cells? How can they be adapted to novel applications? Fundamentals of Object Tracking tells you how. Starting with the generic object-tracking problem, it outlines the generic Bayesian solution. It then shows systematically how to formulate the major tracking problems maneuvering, multiobject, clutter, out-of-sequence sensors within this Bayesian framework and how to derive the standard tracking solutions. This structured approach makes very complex object-tracking algorithms accessible to the growing number of users working on real-world tracking problems and supports them in designing their own tracking filters under their unique application constraints. The book concludes with a chapter on issues critical to successful implementation of tracking algorithms, such as track initialization and merging. In recent years there have been major advances in the use of object tracking technology for both military and civilian applications. This book provides a solid foundation to this field and its methods for the growing number of students, engineers and researchers working on real-world tracking problems. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.

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Title
Fundamentals of Object Tracking (Hardcover)
Author
Subhash Challa
Publisher
Cambridge University Press, Cambridge
Publication year
2011
Condition
new
Binding
Hardcover
Language
English
ISBN 10
0521876281
ISBN 13
9780521876285

CitiRetail

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AbeBooks seller since June 29, 2022

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