Tracking with Particle Filter for High-Dimensional Observation and State Spaces
Séverine Dubuisson
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Description for Tracking with Particle Filter for High-Dimensional Observation and State Spaces
Hardback. Num Pages: 222 pages, black & white illustrations. BIC Classification: TJK. Category: (P) Professional & Vocational. Dimension: 242 x 171 x 18. Weight in Grams: 494.
This title concerns the use of a particle filter framework to track objects defined in high-dimensional state-spaces using high-dimensional observation spaces. Current tracking applications require us to consider complex models for objects (articulated objects, multiple objects, multiple fragments, etc.) as well as multiple kinds of information (multiple cameras, multiple modalities, etc.). This book presents some recent research that considers the main bottleneck of particle filtering frameworks (high dimensional state spaces) for tracking in such difficult conditions.
Product Details
Format
Hardback
Publication date
2014
Publisher
ISTE Ltd and John Wiley & Sons Inc United Kingdom
Number of pages
222
Condition
New
Number of Pages
222
Place of Publication
London, United Kingdom
ISBN
9781848216037
SKU
V9781848216037
Shipping Time
Usually ships in 7 to 11 working days
Ref
99-50
About Séverine Dubuisson
Séverine Dubuisson, Associate Professor, Lip6, UPMC, Paris, France.
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