Tracking with Particle Filter for High-Dimensional Observation and State Spaces Contributor(s): Dubuisson, Séverine (Author) |
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ISBN: 1848216033 ISBN-13: 9781848216037 Publisher: Wiley-Iste OUR PRICE: $169.05 Product Type: Hardcover - Other Formats Published: April 2015 |
Additional Information |
BISAC Categories: - Technology & Engineering | Signals & Signal Processing - Technology & Engineering | Telecommunications |
Dewey: 621.382 |
LCCN: 2014955871 |
Series: Focus |
Physical Information: 0.56" H x 6.14" W x 9.21" (1.08 lbs) 222 pages |
Descriptions, Reviews, Etc. |
Publisher Description: 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. |