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Context-enhanced information fusion[electronic resource] :boosting real-world performance with domain knowledge /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	004
書名/作者:	Context-enhanced information fusion : boosting real-world performance with domain knowledge // edited by Lauro Snidaro ... [et al.].
其他作者:	Snidaro, Lauro.
出版者:	Cham : : Springer International Publishing :, 2016.
面頁冊數:	xviii, 703 p. : : ill., digital ;; 24 cm.
Contained By:	Springer eBooks
標題:	Context-aware computing.
標題:	Multisensor data fusion.
標題:	Computer Science.
標題:	Pattern Recognition.
標題:	Information Systems Applications (incl. Internet)
標題:	Artificial Intelligence (incl. Robotics)
標題:	Simulation and Modeling.
ISBN:	9783319289717
ISBN:	9783319289694
內容註:	Part I: Foundations -- Context and Fusion: Definitions, Terminology -- Part II: Concepts of Context for Fusion -- Formalization of "Context" for Information Fusion -- Context as an Uncertain Source -- Contextual Tracking Approaches in Information Fusion -- Context Assumptions for Threat Assessment Systems -- Context-Aware Knowledge Fusion for Decision Support -- Part III: Systems Philosophy of Contextual Fusion -- System-Level Use of Contextual Information -- Architectural Aspects for Context Exploitation in Information Fusion -- Middleware for Exchange and validation of context data and information -- Modeling User Behaviors to Enable Context-Aware Proactive Decision Support -- Part IV: Mathematical Characterization of Context -- Supervising the Fusion Process by Context Analysis for Target Tracking -- Context Exploitation for Target Tracking -- Contextual Tracking in Surface Applications: Algorithms and Design Examples -- Context Relevance for Text Analysis and Enhancement for Soft Information Fusion -- Algorithms for Context Learning and Information Representation for Multi-Sensor Teams -- Part V: Context in Hard/Soft Fusion -- Context for Dynamic and Multi-Level Fusion -- Multi-Level Fusion of Hard and Soft Information for Intelligence -- Context-Based Fusion of Physical and Human Data for Level 5 Information Fusion -- Context Understanding from Query-Based Streaming Video -- Part VI: Applications of Context Approaches to Fusion -- The Role of Context in Multiple Sensor Systems for Public Security -- Entity Association Using Context for Wide-Area Motion Imagery Target Tracking -- Ground Target Tracking Applications: Design Examples for Military and Civil Domains -- Context-Based Situation Recognition in Computer Vision Systems -- Data Fusion Enhanced with Context Information for Road Safety Application -- Context in Robotics and Information Fusion.
電子資源:	http://dx.doi.org/10.1007/978-3-319-28971-7

Context-enhanced information fusion[electronic resource] :boosting real-world performance with domain knowledge /
Context-enhanced information fusionboosting real-world performance with domain knowledge /[electronic resource] :edited by Lauro Snidaro ... [et al.]. - Cham :Springer International Publishing :2016. - xviii, 703 p. :ill., digital ;24 cm. - Advances in computer vision and pattern recognition,2191-6586. - Advances in computer vision and pattern recognition..

Part I: Foundations -- Context and Fusion: Definitions, Terminology -- Part II: Concepts of Context for Fusion -- Formalization of "Context" for Information Fusion -- Context as an Uncertain Source -- Contextual Tracking Approaches in Information Fusion -- Context Assumptions for Threat Assessment Systems -- Context-Aware Knowledge Fusion for Decision Support -- Part III: Systems Philosophy of Contextual Fusion -- System-Level Use of Contextual Information -- Architectural Aspects for Context Exploitation in Information Fusion -- Middleware for Exchange and validation of context data and information -- Modeling User Behaviors to Enable Context-Aware Proactive Decision Support -- Part IV: Mathematical Characterization of Context -- Supervising the Fusion Process by Context Analysis for Target Tracking -- Context Exploitation for Target Tracking -- Contextual Tracking in Surface Applications: Algorithms and Design Examples -- Context Relevance for Text Analysis and Enhancement for Soft Information Fusion -- Algorithms for Context Learning and Information Representation for Multi-Sensor Teams -- Part V: Context in Hard/Soft Fusion -- Context for Dynamic and Multi-Level Fusion -- Multi-Level Fusion of Hard and Soft Information for Intelligence -- Context-Based Fusion of Physical and Human Data for Level 5 Information Fusion -- Context Understanding from Query-Based Streaming Video -- Part VI: Applications of Context Approaches to Fusion -- The Role of Context in Multiple Sensor Systems for Public Security -- Entity Association Using Context for Wide-Area Motion Imagery Target Tracking -- Ground Target Tracking Applications: Design Examples for Military and Civil Domains -- Context-Based Situation Recognition in Computer Vision Systems -- Data Fusion Enhanced with Context Information for Road Safety Application -- Context in Robotics and Information Fusion.

ISBN: 9783319289717

Standard No.: 10.1007/978-3-319-28971-7doiSubjects--Topical Terms:

468227
Context-aware computing.

LC Class. No.: QA76.5915

Dewey Class. No.: 004

Context-enhanced information fusion[electronic resource] :boosting real-world performance with domain knowledge /
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