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Tracking with Particle Filter for High-dimensional Observation and State Spaces

Language EnglishEnglish
Book Hardback
Book Tracking with Particle Filter for High-dimensional Observation and State Spaces Severine Dubuisson
Libristo code: 05103763
Publishers ISTE Ltd and John Wiley & Sons Inc, December 2014
This title concerns the use of a particle filter framework to track objects defined in high-dimensio... Full description
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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.

About the book

Full name Tracking with Particle Filter for High-dimensional Observation and State Spaces
Author Severine Dubuisson
Language English
Binding Book - Hardback
Date of issue 2014
Number of pages 222
EAN 9781848216037
ISBN 1848216033
Libristo code 05103763
Publishers ISTE Ltd and John Wiley & Sons Inc
Weight 556
Dimensions 179 x 241 x 18

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Communications engineering / telecommunications
Computing & Information Technology > Computer science > Signal processing
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