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 Tracking with Particle Filter for HighDimensional Observation and State Spaces

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PostSubject: Tracking with Particle Filter for HighDimensional Observation and State Spaces   Tracking with Particle Filter for HighDimensional Observation and State Spaces EmptySun Feb 14, 2016 9:38 pm

Tracking with Particle Filter for HighDimensional Observation and State Spaces 3c2b95ee7c2bf005c109d4323a87e903

Tracking with Particle Filter for High-Dimensional Observation and State Spaces By Severine Dubuisson
2015 | 222 Pages | ISBN: 1848216033 | PDF | 12 MB
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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