Context-Enhanced Information Fusion

Boosting Real-World Performance with Domain Knowledge

Nonfiction, Computers, Advanced Computing, Engineering, Computer Vision, Information Technology, General Computing
Cover of the book Context-Enhanced Information Fusion by , Springer International Publishing
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Author: ISBN: 9783319289717
Publisher: Springer International Publishing Publication: May 25, 2016
Imprint: Springer Language: English
Author:
ISBN: 9783319289717
Publisher: Springer International Publishing
Publication: May 25, 2016
Imprint: Springer
Language: English

This text reviews the fundamental theory and latest methods for including contextual information in fusion process design and implementation. Chapters are contributed by the foremost international experts, spanning numerous developments and applications. The book highlights high- and low-level information fusion problems, performance evaluation under highly demanding conditions, and design principles. A particular focus is placed on approaches that integrate research from different communities, emphasizing the benefit of combining different techniques to overcome the limitations of a single perspective. Features: introduces the terminology and core elements in information fusion and context; presents key themes for context-enhanced information fusion; discusses design issues in developing context-aware fusion systems; provides mathematical grounds for modeling the contextual influences in representative fusion problems; describes the fusion of hard and soft data; reviews a diverse range of applications.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This text reviews the fundamental theory and latest methods for including contextual information in fusion process design and implementation. Chapters are contributed by the foremost international experts, spanning numerous developments and applications. The book highlights high- and low-level information fusion problems, performance evaluation under highly demanding conditions, and design principles. A particular focus is placed on approaches that integrate research from different communities, emphasizing the benefit of combining different techniques to overcome the limitations of a single perspective. Features: introduces the terminology and core elements in information fusion and context; presents key themes for context-enhanced information fusion; discusses design issues in developing context-aware fusion systems; provides mathematical grounds for modeling the contextual influences in representative fusion problems; describes the fusion of hard and soft data; reviews a diverse range of applications.

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