Fundamentals of Object Tracking

Name: Fundamentals of Object Tracking
Brand: Cambridge University Press
SKU: 9780521876285
Price: 12116.0 INR
Availability: InStock

by Subhash Challa , Mark R. Morelande , Darko Musicki

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ISBN13: 9780521876285
Binding: Hardcover
Subject: N/A
Publisher: Cambridge University Press
Publisher Imprint: Cambridge University Press
Publication Date: July 28, 2011
Pages: 392
Original Price: GBP 95.0
Language: English
Edition: N/A
Item Weight: 908 grams
BISAC Subject(s): Linear & Nonlinear Programming

About The Book

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.

About The Author

Challa, Subhash: - 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.

Evans, Robin J.: - Robin J. Evans is a Professor of Electrical Engineering and Director of the Victoria Research Laboratory at the University of Melbourne.

Morelande, Mark R.: - Mark R. Morelande is a Senior Research Fellow in the Melbourne Systems Laboratory at the University of Melbourne.

Musicki, Darko: - Darko Musicki is a Professor in the Department of Electronic Systems Engineering at Hanyang University in Ansan, Republic of Korea.

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