Tracking with Particle Filter for High-dimensional Observation and State Spaces (Hardcover)
暫譯: 高維觀測與狀態空間的粒子濾波追蹤 (精裝版)
Séverine Dubuisson
- 出版商: Wiley
- 出版日期: 2015-04-06
- 售價: $5,970
- 貴賓價: 9.5 折 $5,672
- 語言: 英文
- 頁數: 222
- 裝訂: Hardcover
- ISBN: 1848216033
- ISBN-13: 9781848216037
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商品描述
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.
商品描述(中文翻譯)
本書的主題是使用粒子濾波框架來追蹤在高維狀態空間中定義的物體,並利用高維觀測空間。當前的追蹤應用要求我們考慮物體的複雜模型(如關節物體、多物體、多碎片等)以及多種資訊(如多個攝影機、多種模態等)。本書介紹了一些近期的研究,探討在這些困難條件下,粒子濾波框架的主要瓶頸(高維狀態空間)。