[Download] "Tracking with Particle Filter for High-dimensional Observation and State Spaces" by Séverine Dubuisson # Book PDF Kindle ePub Free

February 15, 2021

eBook details

Title: Tracking with Particle Filter for High-dimensional Observation and State Spaces
Author : Séverine Dubuisson
Release Date : January 05, 2015
Genre: Engineering,Books,Professional & Technical,
Pages : * pages
Size : 6999 KB

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.