Coverart for item
The Resource Human activity recognition and prediction, Yun Fu, editor, (electronic resource)

Human activity recognition and prediction, Yun Fu, editor, (electronic resource)

Label
Human activity recognition and prediction
Title
Human activity recognition and prediction
Statement of responsibility
Yun Fu, editor
Contributor
Subject
Language
eng
Summary
This book provides a unique view of human activity recognition, especially fine-grained human activity structure learning, human-interaction recognition, RGB-D data based action recognition, temporal decomposition, and causality learning in unconstrained human activity videos. The techniques discussed give readers tools that provide a significant improvement over existing methodologies of video content understanding by taking advantage of activity recognition. It links multiple popular research fields in computer vision, machine learning, human-centered computing, human-computer interaction, image classification, and pattern recognition. In addition, the book includes several key chapters covering multiple emerging topics in the field. Contributed by top experts and practitioners, the chapters present key topics from different angles and blend both methodology and application, composing a solid overview of the human activity recognition techniques
Cataloging source
IDEBK
Dewey number
  • 006.3/1
  • 620
Index
no index present
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Fu, Yun
http://library.link/vocab/subjectName
  • Machine learning
  • Human-computer interaction
Label
Human activity recognition and prediction, Yun Fu, editor, (electronic resource)
Instantiates
Publication
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Action and Activities -- Action Recognition and Human Interaction -- Multimodal Action Recognition -- RGB-D Action Recognition -- Actionlets and Activity Prediction -- Time Series Modeling for Activity Prediction -- RGB-D Action Prediction
Control code
ocn933587186
Dimensions
unknown
Extent
1 online resource
Form of item
online
Isbn
9783319270043
Isbn Type
(electronic bk.)
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-27004-3
http://library.link/vocab/ext/overdrive/overdriveId
883745
Specific material designation
remote
System control number
(OCoLC)933587186
Label
Human activity recognition and prediction, Yun Fu, editor, (electronic resource)
Publication
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Action and Activities -- Action Recognition and Human Interaction -- Multimodal Action Recognition -- RGB-D Action Recognition -- Actionlets and Activity Prediction -- Time Series Modeling for Activity Prediction -- RGB-D Action Prediction
Control code
ocn933587186
Dimensions
unknown
Extent
1 online resource
Form of item
online
Isbn
9783319270043
Isbn Type
(electronic bk.)
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-27004-3
http://library.link/vocab/ext/overdrive/overdriveId
883745
Specific material designation
remote
System control number
(OCoLC)933587186

Library Locations

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