Coverart for item
The Resource Big visual data analysis : scene classification and geometric labeling, Chen Chen, Yuzhuo Ren, C.-C. Jay Kuo, (electronic book)

Big visual data analysis : scene classification and geometric labeling, Chen Chen, Yuzhuo Ren, C.-C. Jay Kuo, (electronic book)

Label
Big visual data analysis : scene classification and geometric labeling
Title
Big visual data analysis
Title remainder
scene classification and geometric labeling
Statement of responsibility
Chen Chen, Yuzhuo Ren, C.-C. Jay Kuo
Creator
Contributor
Author
Subject
Language
eng
Summary
This book offers an overview of traditional big visual data analysis approaches and provides state-of-the-art solutions for several scene comprehension problems, indoor/outdoor classification, outdoor scene classification, and outdoor scene layout estimation. It is illustrated with numerous natural and synthetic color images, and extensive statistical analysis is provided to help readers visualize big visual data distribution and the associated problems. Although there has been some research on big visual data analysis, little work has been published on big image data distribution analysis using the modern statistical approach described in this book. By presenting a complete methodology on big visual data analysis with three illustrative scene comprehension problems, it provides a generic framework that can be applied to other big visual data analysis tasks
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Chen, Chen
Dewey number
006.3/7
Illustrations
illustrations
Index
no index present
LC call number
TA1634
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Ren, Yuzhuo
  • Kuo, C.-C. Jay
Series statement
SpringerBriefs in electrical and computer engineering, Signal processing,
http://library.link/vocab/subjectName
  • Computer vision
  • Image processing
  • Big data
Label
Big visual data analysis : scene classification and geometric labeling, Chen Chen, Yuzhuo Ren, C.-C. Jay Kuo, (electronic book)
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
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
Contents
Introduction -- Scene Understanding Datasets -- Indoor/Outdoor classi{uFB01}cation with Multiple Experts -- Outdoor Scene Classi{uFB01}cation Using Labeled Segments -- Global-Attributes Assisted Outdoor Scene Geometric Labeling -- Conclusion and Future Work
Control code
SPR941134049
Dimensions
unknown
Extent
1 online resource (x, 122 pages)
File format
unknown
Form of item
online
Isbn
9789811006319
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-981-10-0631-9
Other physical details
illustrations (color illustrations).
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
Label
Big visual data analysis : scene classification and geometric labeling, Chen Chen, Yuzhuo Ren, C.-C. Jay Kuo, (electronic book)
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
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
Contents
Introduction -- Scene Understanding Datasets -- Indoor/Outdoor classi{uFB01}cation with Multiple Experts -- Outdoor Scene Classi{uFB01}cation Using Labeled Segments -- Global-Attributes Assisted Outdoor Scene Geometric Labeling -- Conclusion and Future Work
Control code
SPR941134049
Dimensions
unknown
Extent
1 online resource (x, 122 pages)
File format
unknown
Form of item
online
Isbn
9789811006319
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-981-10-0631-9
Other physical details
illustrations (color illustrations).
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote

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