Coverart for item
The Resource Low-rank and sparse modeling for visual analysis, Yun Fu, editor

Low-rank and sparse modeling for visual analysis, Yun Fu, editor

Label
Low-rank and sparse modeling for visual analysis
Title
Low-rank and sparse modeling for visual analysis
Statement of responsibility
Yun Fu, editor
Contributor
Editor
Subject
Language
eng
Summary
This book provides a view of low-rank and sparse computing, especially approximation, recovery, representation, scaling, coding, embedding, and learning among unconstrained visual data. Included in the book are chapters covering multiple emerging topics in this new field. The text links multiple popular research fields in Human-Centered Computing, Social Media, Image Classification, Pattern Recognition, Computer Vision, Big Data, and Human-Computer Interaction. This book contains an overview of the low-rank and sparse modeling techniques for visual analysis by examining both theoretical analysis and real-world applications. · Covers the most state-of-the-art topics of sparse and low-rank modeling · Examines the theory of sparse and low-rank analysis to the real-world practice of sparse and low-rank analysis · Contributions from top experts voicing their unique perspectives included throughout
Cataloging source
N$T
Dewey number
006.4/2
Illustrations
illustrations
Index
index present
LC call number
TA1650
LC item number
.L69 2014
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Fu, Yun
http://library.link/vocab/subjectName
  • Optical pattern recognition
  • Image analysis
  • COMPUTERS
  • Image analysis
  • Optical pattern recognition
Label
Low-rank and sparse modeling for visual analysis, Yun Fu, editor
Instantiates
Publication
Note
Includes index
Antecedent source
unknown
Bibliography note
Includes bibliographical references 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
Contents
Nonlinearly Structured Low-Rank Approximation -- Latent Low-Rank Representation -- Scalable Low-Rank Representation -- Low-Rank and Sparse Dictionary Learning -- Low-Rank Transfer Learning -- Sparse Manifold Subspace Learning -- Low Rank Tensor Manifold Learning -- Low-Rank and Sparse Multi-Task Learning -- Low-Rank Outlier Detection -- Low-Rank Online Metric Learning
Control code
894509253
Dimensions
unknown
Extent
1 online resource (vii, 236 pages)
File format
unknown
Form of item
online
Isbn
9783319120003
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-12000-3
Other physical details
illustrations (some color)
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)894509253
Label
Low-rank and sparse modeling for visual analysis, Yun Fu, editor
Publication
Note
Includes index
Antecedent source
unknown
Bibliography note
Includes bibliographical references 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
Contents
Nonlinearly Structured Low-Rank Approximation -- Latent Low-Rank Representation -- Scalable Low-Rank Representation -- Low-Rank and Sparse Dictionary Learning -- Low-Rank Transfer Learning -- Sparse Manifold Subspace Learning -- Low Rank Tensor Manifold Learning -- Low-Rank and Sparse Multi-Task Learning -- Low-Rank Outlier Detection -- Low-Rank Online Metric Learning
Control code
894509253
Dimensions
unknown
Extent
1 online resource (vii, 236 pages)
File format
unknown
Form of item
online
Isbn
9783319120003
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-12000-3
Other physical details
illustrations (some color)
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)894509253

Library Locations

    • Ellis LibraryBorrow it
      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
    • Engineering Library & Technology CommonsBorrow it
      W2001 Lafferre Hall, Columbia, MO, 65211, US
      38.946102 -92.330125
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