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Fundamentals of Object Tracking
Subhash Challa
€ 114.00
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Description for Fundamentals of Object Tracking
Hardcover. Introduces object tracking algorithms from a unified, recursive Bayesian perspective, along with performance bounds and illustrative examples. Num Pages: 392 pages, 60 b/w illus. 1 colour illus. BIC Classification: TJFM. Category: (U) Tertiary Education (US: College). Dimension: 253 x 183 x 27. Weight in Grams: 918.
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 ... Read more
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 ... Read more
Product Details
Format
Hardback
Publication date
2011
Publisher
Cambridge University Press United Kingdom
Number of pages
392
Condition
New
Number of Pages
392
Place of Publication
Cambridge, United Kingdom
ISBN
9780521876285
SKU
V9780521876285
Shipping Time
Usually ships in 4 to 8 working days
Ref
99-1
About Subhash Challa
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. Mark R. Morelande is a Senior Research Fellow in the Melbourne Systems Laboratory at the University of Melbourne. ... Read more
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