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(Ebook) Tracking with Particle Filter for High-dimensional Observation and State Spaces by Dubuisson, Séverine ISBN 9781848216037, 9781119004868, 9781119053910, 9781322593081, 1119004861, 1119053919, 1322593086, 1848216033

  • SKU: EBN-5311236
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Instant download (eBook) Tracking with Particle Filter for High-dimensional Observation and State Spaces after payment.
Authors:Dubuisson, Séverine
Pages:222 pages.
Year:2015
Editon:1
Publisher:Wiley-ISTE
Language:english
File Size:11.93 MB
Format:pdf
ISBNS:9781848216037, 9781119004868, 9781119053910, 9781322593081, 1119004861, 1119053919, 1322593086, 1848216033
Categories: Ebooks

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(Ebook) Tracking with Particle Filter for High-dimensional Observation and State Spaces by Dubuisson, Séverine ISBN 9781848216037, 9781119004868, 9781119053910, 9781322593081, 1119004861, 1119053919, 1322593086, 1848216033

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
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