The Resource Bayesian approach to image interpretation, Sunil K. Kopparapu, Uday B. Desai, (electronic resource)

Bayesian approach to image interpretation, Sunil K. Kopparapu, Uday B. Desai, (electronic resource)

Label
Bayesian approach to image interpretation
Title
Bayesian approach to image interpretation
Statement of responsibility
Sunil K. Kopparapu, Uday B. Desai
Creator
Contributor
Subject
Genre
Language
eng
Summary
Bayesian Approach to Image Interpretation will interest anyone working in image interpretation. It is complete in itself and includes background material. This makes it useful for a novice as well as for an expert. It reviews some of the existing probabilistic methods for image interpretation and presents some new results. Additionally, there is extensive bibliography covering references in varied areas. For a researcher in this field, the material on synergistic integration of segmentation and interpretation modules and the Bayesian approach to image interpretation will be beneficial. For a practicing engineer, the procedure for generating knowledge base, selecting initial temperature for the simulated annealing algorithm, and some implementation issues will be valuable. New ideas introduced in the book include: New approach to image interpretation using synergism between the segmentation and the interpretation modules. A new segmentation algorithm based on multiresolution analysis. Novel use of the Bayesian networks (causal networks) for image interpretation. Emphasis on making the interpretation approach less dependent on the knowledge base and hence more reliable by modeling the knowledge base in a probabilistic framework. Useful in both the academic and industrial research worlds, Bayesian Approach to Image Interpretation may also be used as a textbook for a semester course in computer vision or pattern recognition
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Kopparapu, Sunil K
Dewey number
621.36/7
Illustrations
illustrations
Index
index present
LC call number
TA1637
LC item number
.K66 2001eb
Literary form
non fiction
Nature of contents
  • standards specifications
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Desai, Uday B
Series statement
The Kluwer international series in engineering and computer science
Series volume
SECS 616
http://library.link/vocab/subjectName
  • Image processing
  • Computer vision
  • Bayesian statistical decision theory
  • Image processing
  • Electrical engineering
  • Civil engineering
  • Engineering
  • Computer science
  • TECHNOLOGY & ENGINEERING
  • Bayesian statistical decision theory
  • Computer vision
  • Image processing
Label
Bayesian approach to image interpretation, Sunil K. Kopparapu, Uday B. Desai, (electronic resource)
Link
http://dx.doi.org/10.1007/b117231
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 115-122) and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Dimensions
unknown
Extent
1 online resource (xiv, 127 pages)
Form of item
online
Isbn
9780306469961
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations.
Specific material designation
remote
System control number
  • (OCoLC)50322436
  • (OCoLC)ocm50322436
Label
Bayesian approach to image interpretation, Sunil K. Kopparapu, Uday B. Desai, (electronic resource)
Link
http://dx.doi.org/10.1007/b117231
Publication
Bibliography note
Includes bibliographical references (pages 115-122) and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Dimensions
unknown
Extent
1 online resource (xiv, 127 pages)
Form of item
online
Isbn
9780306469961
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations.
Specific material designation
remote
System control number
  • (OCoLC)50322436
  • (OCoLC)ocm50322436

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