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

Nonfiction, Science & Nature, Technology, Engineering
Cover of the book Tracking with Particle Filter for High-dimensional Observation and State Spaces by Séverine Dubuisson, Wiley
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Séverine Dubuisson ISBN: 9781119054054
Publisher: Wiley Publication: January 5, 2015
Imprint: Wiley-ISTE Language: English
Author: Séverine Dubuisson
ISBN: 9781119054054
Publisher: Wiley
Publication: January 5, 2015
Imprint: Wiley-ISTE
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Wiley

Cover of the book Practical Residual Stress Measurement Methods by Séverine Dubuisson
Cover of the book Pediatric Cardiac Surgery by Séverine Dubuisson
Cover of the book Nonlinear Effects in Optical Fibers by Séverine Dubuisson
Cover of the book The Handbook of Narcissism and Narcissistic Personality Disorder by Séverine Dubuisson
Cover of the book Contested Knowledge by Séverine Dubuisson
Cover of the book The Growth Drivers by Séverine Dubuisson
Cover of the book Parents Who Misuse Drugs and Alcohol by Séverine Dubuisson
Cover of the book World Literature in Theory by Séverine Dubuisson
Cover of the book Kinomics by Séverine Dubuisson
Cover of the book Christ and Culture by Séverine Dubuisson
Cover of the book Structural Timber Design to Eurocode 5 by Séverine Dubuisson
Cover of the book Trading Risk by Séverine Dubuisson
Cover of the book A History of Eighteenth-Century British Literature by Séverine Dubuisson
Cover of the book Nanotechnology for Sustainable Water Resources by Séverine Dubuisson
Cover of the book Impact! by Séverine Dubuisson
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy