The Resource Data fusion : concepts and ideas, by H. B. Mitchell, (electronic resource)

Data fusion : concepts and ideas, by H. B. Mitchell, (electronic resource)

Label
Data fusion : concepts and ideas
Title
Data fusion
Title remainder
concepts and ideas
Statement of responsibility
by H. B. Mitchell
Creator
Contributor
Provider
Subject
Genre
Language
eng
Summary
“Data Fusion: Concepts and Ideas” provides a comprehensive introduction to the concepts and idea of multisensor data fusion. This textbook is an extensively revised second edition of the author's successful book: "Multi-Sensor Data Fusion: An Introduction". The book is self-contained and no previous knowledge of multi-sensor data fusion is assumed. The reader is made familiar with tools taken from a wide range of diverse subjects including: neural networks, signal processing, statistical estimation, tracking algorithms, computer vision and control theory which are combined by using a common statistical framework. As a consequence, the underlying pattern of relationships that exists between the different methodologies is made evident. The book is illustrated with many real-life examples taken from a diverse range of applications and contains an extensive list of modern references. The new completely revised and updated edition includes nearly 70 pages of new material including a full new chapter as well as approximately 30 new sections, 50 new examples and 100 new references as well as additional Matlab code where appropriate
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Mitchell, H. B.
Image bit depth
0
LC call number
TA1632
LC item number
.M58 2012
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
SpringerLink
http://library.link/vocab/subjectName
  • Multisensor data fusion
  • Multisensor data fusion
  • Ingénierie
Label
Data fusion : concepts and ideas, by H. B. Mitchell, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Color
not applicable
Contents
Introduction -- Sensors -- Architecture -- Common Representational Format -- Spatial Alignment -- Temporal Alignment -- Semantic Alignment -- Radiometric Normalization -- Bayesian Inference -- Parameter Estimation -- Robust Statistics -- Sequential Bayesian Inference -- Bayesian Decision Theory -- Ensemble Learning -- Sensor Management
Dimensions
unknown
Extent
1 online resource (xiv, 344 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9783642272226
Level of compression
uncompressed
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)777214400
  • (OCoLC)ocn777214400
Label
Data fusion : concepts and ideas, by H. B. Mitchell, (electronic resource)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Color
not applicable
Contents
Introduction -- Sensors -- Architecture -- Common Representational Format -- Spatial Alignment -- Temporal Alignment -- Semantic Alignment -- Radiometric Normalization -- Bayesian Inference -- Parameter Estimation -- Robust Statistics -- Sequential Bayesian Inference -- Bayesian Decision Theory -- Ensemble Learning -- Sensor Management
Dimensions
unknown
Extent
1 online resource (xiv, 344 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9783642272226
Level of compression
uncompressed
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)777214400
  • (OCoLC)ocn777214400

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