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The Resource Relational Matching, edited by G. Vosselman

Relational Matching, edited by G. Vosselman

Label
Relational Matching
Title
Relational Matching
Statement of responsibility
edited by G. Vosselman
Contributor
Subject
Language
eng
Summary
Relational matching is a method for finding the best correspondences betweenstructural descriptions. It is widely used in computer vision for the recognition and location of objects in digital images. For this purpose, the digital images and the object models are represented by structural descriptions. The matching algorithm then has to determine which image elements and object model parts correspond. This book is the result of abasic study of relational matching. The book focuses particularly on the evaluation of correspondences. In order to find the best match, one needs a measure to evaluate the quality of a match. The author reviews the evaluation measures that have been suggested over the past few decades and presents a new measure based on information theory. The resulting theorycombines matching strategies, information theory, and tree search methods. For the benefit of the reader, comprehensive introductions are given to all these topics
Member of
Dewey number
621.36/7
Image bit depth
0
Index
no index present
Language note
English
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1963-
http://library.link/vocab/relatedWorkOrContributorName
Vosselman, G.
Series statement
Lecture Notes in Computer Science,
Series volume
628
http://library.link/vocab/subjectName
  • Computer science
  • Software engineering
  • Artificial intelligence
  • Optical pattern recognition
Label
Relational Matching, edited by G. Vosselman
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references (pages 164-180)
Color
not applicable
Contents
Computer vision and matching -- A classification of matching methods -- Formal description of relational matching -- Problem definition and contributions of the thesis -- Information theory:Selected Topics -- Evaluation of mappings between relational descriptions -- Tree search methods and heuristics -- Relational image and model description -- Evaluation functions for object location -- Strategy and performance of the tree search for object location -- Summary and discussion
Control code
ocn827359690
Dimensions
unknown
Extent
1 online resource
File format
multiple file formats
Form of item
online
Isbn
9783540472872
Level of compression
uncompressed
Note
SpringerLink
Other physical details
v.: digital
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)827359690
Label
Relational Matching, edited by G. Vosselman
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references (pages 164-180)
Color
not applicable
Contents
Computer vision and matching -- A classification of matching methods -- Formal description of relational matching -- Problem definition and contributions of the thesis -- Information theory:Selected Topics -- Evaluation of mappings between relational descriptions -- Tree search methods and heuristics -- Relational image and model description -- Evaluation functions for object location -- Strategy and performance of the tree search for object location -- Summary and discussion
Control code
ocn827359690
Dimensions
unknown
Extent
1 online resource
File format
multiple file formats
Form of item
online
Isbn
9783540472872
Level of compression
uncompressed
Note
SpringerLink
Other physical details
v.: digital
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)827359690

Library Locations

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