Coverart for item
The Resource Human action analysis with randomized trees, Gang Yu, Junsong Yuan, Zicheng Liu, (electronic book)

Human action analysis with randomized trees, Gang Yu, Junsong Yuan, Zicheng Liu, (electronic book)

Label
Human action analysis with randomized trees
Title
Human action analysis with randomized trees
Statement of responsibility
Gang Yu, Junsong Yuan, Zicheng Liu
Creator
Contributor
Author
Subject
Language
eng
Summary
This book will provide a comprehensive overview on human action analysis with randomized trees. It will cover both the supervised random trees and the unsupervised random trees. When there are sufficient amount of labeled data available, supervised random trees provides a fast method for space-time interest point matching. When labeled data is minimal as in the case of example-based action search, unsupervised random trees is used to leverage the unlabelled data. We describe how the randomized trees can be used for action classification, action detection, action search, and action prediction. We will also describe techniques for space-time action localization including branch-and-bound sub-volume search and propagative Hough voting
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Yu, Gang
Dewey number
511.52
Illustrations
illustrations
Index
no index present
LC call number
QA166.2
LC item number
.Y8 2015eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1965-
http://library.link/vocab/relatedWorkOrContributorName
  • Yuan, Junsong
  • Liu, Zicheng
Series statement
Springer briefs in electrical and computer engineering. Signal processing
http://library.link/vocab/subjectName
  • Trees (Graph theory)
  • Human behavior
  • Discriminant analysis
  • Human behavior
  • Regression analysis
  • Trees (Graph theory)
Label
Human action analysis with randomized trees, Gang Yu, Junsong Yuan, Zicheng Liu, (electronic book)
Instantiates
Publication
Copyright
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 to Human Action Analysis -- Supervised Trees for Human Action Recognition and Detection -- Unsupervised Trees for Human Action Search -- Propagative Hough Voting to Leverage Contextual Information -- Human Action Prediction with Multi-class Balanced Random Forest -- Conclusion
Control code
SPR887843463
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9789812871671
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-981-287-167-1
Other physical details
color illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
Label
Human action analysis with randomized trees, Gang Yu, Junsong Yuan, Zicheng Liu, (electronic book)
Publication
Copyright
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 to Human Action Analysis -- Supervised Trees for Human Action Recognition and Detection -- Unsupervised Trees for Human Action Search -- Propagative Hough Voting to Leverage Contextual Information -- Human Action Prediction with Multi-class Balanced Random Forest -- Conclusion
Control code
SPR887843463
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9789812871671
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-981-287-167-1
Other physical details
color illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote

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