Cambridge University Press Fundamentals Of Object Tracking 2011 torrent

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TITLE........: FUNDAMENTALS OF OBJECT TRACKING

PUBLISHER....: CAMBRDIGE UNIVERSITY PRESS- LANGUAGE......: ENGLISH
LINK.........: http://www.cambridge.org/us/academic/subjects/engineering/control-systems-and-optimization/fundamentals-object-tracking

FORMAT.......: PDF - RELEASE DATE..: 2013/06/30
ISBN.........: 9780521876285 - STORE DATE....: 2011
AUTHOR.......: SUBHASH CHALLA - DISKS.........: 01
MARK R. MORELANDE
DARKO MUSICKI
ROBIN J. EVANS

SAVED MONEY..: 59 POUND

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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.