عنوان
پدید آورنده
موضوع
رده
TA1634 .A43 2013
TA1634
.
A43
2013
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1447147308 (electronic bk.)
(Number (ISBN
9781447147305 (electronic bk.)
Erroneous ISBN
9781447147299
NATIONAL BIBLIOGRAPHY NUMBER
Number
dltt
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Motion history images for action recognition and understanding
General Material Designation
[Book]
First Statement of Responsibility
Md. Atiqur Rahman Ahad
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
New York :
Name of Publisher, Distributor, etc.
Springer,
Date of Publication, Distribution, etc.
c2013
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (131 p.)
SERIES
Series Title
SpringerBriefs in computer science
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index
CONTENTS NOTE
Text of Note
2.3.1 Spatio-Temporal Silhouettes2.4 Interest-Point Detectors; 2.5 Local Discriminative Approaches; 2.5.1 Large-Scale Features-Based Recognition; 2.5.2 Local Patches-Based Recognition; 2.5.3 Mixed Approach for Recognition; 2.6 View-Invariant Approaches; 2.7 Conclusion; 3 Motion History Image; 3.1 Motion History Image and its Importance; 3.1.1 Applications of the MHI Method/Representation; 3.2 Motion History Image: A Tutorial; 3.2.1 Construction of the Motion Energy Image (MEI); 3.2.2 Construction of the Motion History Image (MHI); 3.2.3 Importance of the MHI and the MEI
Text of Note
3.3 Limitations of the MHI Method3.4 MHI and its Variants: 2D/3D; 3.4.1 View-Based MHI and its Variants; 3.4.2 View-Invariant MHI Representations; 3.5 Conclusion; 4 Action Datasets and MHI; 4.1 Various Datasets; 4.2 Datasets Employed in MHI; 4.2.1 KTH Dataset; 4.2.2 Weizmann Dataset; 4.2.3 IXMAS Dataset; 4.2.4 CASIA Gait Database; 4.2.5 Virtual Human Action Silhouette (ViHASi) Dataset; 4.2.6 CMU MoBo Dataset; 4.2.7 USF HumanID Dataset; 4.2.8 Marcel's Dynamic Hand Poster and Gesture Dataset; 4.2.9 TRECVID Dataset; 4.3 Conclusion; References; Index
Text of Note
Motion History Images for Action Recognition and Understanding; Foreword; Preface; Acknowledgments; Contents; Acronyms; 1 Introduction; 1.1 Introduction; 1.2 Action/Activity: Nomenclature; 1.2.1 Atomic Actions; 1.2.2 Action; 1.2.3 Activity; 1.3 Various Dimensions of Action Recognition; 1.3.1 Applications; 1.3.2 Action Recognition is Difficult: Why?; 1.3.3 Some Assumptions on Action Recognition; 1.3.4 Action Recognition: Some Basic Steps; 1.3.5 Motion History Image; 1.4 Conclusion; 2 Action Representation; 2.1 Action Recognition; 2.2 Approaches on Bag-of-Features; 2.3 XYT: Space-Time Volume
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8
8
SUMMARY OR ABSTRACT
Text of Note
Human action analysis and recognition is a relatively mature field, yet one which is often not well understood by students and researchers. The large number of possible variations in human motion and appearance, camera viewpoint, and environment, present considerable challenges. Some important and common problems remain unsolved by the computer vision community. However, many valuable approaches have been proposed over the past decade, including the motion history image (MHI) method. This method has received significant attention, as it offers greater robustness and performance than other te
OTHER EDITION IN ANOTHER MEDIUM
Title
Motion History Images for Action Recognition and Understanding
International Standard Book Number
9781447147299
PIECE
Title
OhioLINK electronic book center (Online)
Title
SpringerLink
TOPICAL NAME USED AS SUBJECT
Computer vision
Image processing-- Digital techniques
Pattern recognition systems
DEWEY DECIMAL CLASSIFICATION
Number
006
.
3/7
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
TA1634
Class number
TA1634
Book number
.
A43
2013
Book number
.
A43
2013
PERSONAL NAME - PRIMARY RESPONSIBILITY
Ahad, Md. Atiqur Rahman
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
Ohio Library and Information Network
ORIGINATING SOURCE
Date of Transaction
20130304114713.0
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
