Context-Enhanced Information Fusion: Boosting Real-World Performance with Domain Knowledge

Jesus Garcia (Ed.)

ISBN 10: 3319289691 / ISBN 13: 9783319289694

Verlag: Springer International Publishing AG, 2016

Editor(s): Garcia, Jesus; Llinas, James; Blasch, Erik. Series: Advances in Computer Vision and Pattern Recognition. Num Pages: 721 pages, 13 black & white illustrations, 229 colour illustrations, 61 black & white tables, 13 col. BIC Classification: UGK; UNH; UYQP. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 42. Weight in Grams: 1357. . 2016. 1st ed. 2016. Hardcover. . . . . Books ship from the US and Ireland. Bestandsnummer des Verkäufers V9783319289694

Inhaltsangabe:

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.

Über die Autorin bzw. den Autor:

Dr. Lauro Snidaro is an Assistant Professor in the Department of Mathematics and Computer Science at the University of Udine, Italy. Dr. Jesús García is an Associate Professor in the Computer Science and Engineering Department at the Carlos III University of Madrid, Spain. Dr. James Llinas is an Emeritus Professor in the Department of Industrial and Systems Engineering, and in the Department of Electrical Engineering, at the State University of New York at Buffalo, NY, USA. Dr. Erik Blasch is a Principal Scientist at the Air Force Research Laboratory Information Directorate (AFRL/RIEA) in Rome, NY, USA. The editors and contributors have all been leading experts within the international society of information fusion (ISIF).

Bibliografische Details

Titel: Context-Enhanced Information Fusion: ...
Verlag: Springer International Publishing AG
Erscheinungsdatum: 2016
Einband: Hardcover
Zustand: New