| 000 -LEADER |
|---|
| fixed length control field |
05705nam a2200841 i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
6812610 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
IEEE |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20200413152911.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
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| fixed length control field |
m eo d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
|---|
| fixed length control field |
cr cn |||m|||a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
130917s2013 caua foab 000 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781627051675 |
| Qualifying information |
electronic bk. |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781627051668 |
| Qualifying information |
pbk. |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.2200/S00521ED1V01Y201307IVM014 |
| Source of number or code |
doi |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(CaBNVSL)swl00402734 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)858583525 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
CaBNVSL |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
CaBNVSL |
| Modifying agency |
CaBNVSL |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
TK6680.3 |
| Item number |
.T453 2013 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
621.38928 |
| Edition number |
23 |
| 090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN) |
|---|
| Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) |
|
| Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) |
MoCl |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Thida, Myo., |
| Relator term |
author. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Contextual analysis of videos / |
| Statement of responsibility, etc. |
Myo Thida, How-lung Eng, Dorothy Monekosso, Paolo Remagnino. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
San Rafael, California (1537 Fourth Street, San Rafael, CA 94901 USA) : |
| Name of producer, publisher, distributor, manufacturer |
Morgan & Claypool, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2013. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 PDF (viii, 94 pages) : |
| Other physical details |
illustrations. |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
electronic |
| Source |
isbdmedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
online resource |
| Source |
rdacarrier |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Synthesis lectures on image, video, and multimedia processing, |
| International Standard Serial Number |
1559-8144 ; |
| Volume/sequential designation |
# 14 |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
Mode of access: World Wide Web. |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
System requirements: Adobe Acrobat Reader. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Part of: Synthesis digital library of engineering and computer science. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Series from website. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references (pages 77-91). |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1. Introduction -- 1.1 Aims and objectives -- 1.2 Challenges -- 1.3 Nomenclature -- 1.4 Contributions -- 1.5 Organisation -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
2. Literature review -- 2.1 Overview -- 2.2 Tracking multiple targets -- 2.2.1 Tracking multiple targets using particle filter -- 2.2.2 Tracking multiple targets using additional cues -- 2.2.3 Multiple-camera tracking -- 2.3 Analysis of crowd behaviour -- 2.3.1 Abnormality detection using micro-observation -- 2.3.2 Abnormality detection using macro-observation -- 2.3.3 Event detection -- 2.3.4 Graph-based and manifold learning algorithms -- 2.4 Summary -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
3. Tracking multiple targets using particle swarm optimisation -- 3.1 Introduction -- 3.2 Literature review on particle swarm optimisation -- 3.3 Standard particle swarm optimisation -- 3.3.1 Convergence criteria -- 3.3.2 Pseudo-code -- 3.4 A modified PSO with interactive swarms -- 3.4.1 Particle and swarm diversification -- 3.4.2 Swarm optimisation -- 3.4.3 Swarm initialisation and termination -- 3.4.4 Algorithm summary -- 3.5 Experiments -- 3.5.1 Tracking fixed and known number of targets -- 3.5.2 Tracking unknown and varying number of targets -- 3.5.3 Performance evaluation -- 3.6 Summary -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
4. Abnormality detection in crowded scenes -- 4.1 Introduction -- 4.2 Global abnormality detection -- 4.2.1 Frame-based video representation -- 4.2.2 Spatio-temporal Laplacian Eigenmaps -- 4.2.3 Analysing video manifolds in temporal domain -- 4.2.4 Experimental results -- 4.3 Local abnormality detection -- 4.3.1 Representation of local motion -- 4.3.2 Temporally constrained Laplacian Eigenmaps -- 4.3.3 Representation of regular motion pattern -- 4.3.4 Abnormality detection -- 4.3.5 Abnormality localisation -- 4.3.6 Experimental results -- 4.4 Summary -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
5. Conclusion -- 5.1 Future directions -- Bibliography -- Authors' biographies. |
| 506 1# - RESTRICTIONS ON ACCESS NOTE |
|---|
| Terms governing access |
Abstract freely available; full-text restricted to subscribers or individual document purchasers. |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Compendex |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
INSPEC |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google scholar |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google book search |
| 520 3# - SUMMARY, ETC. |
|---|
| Summary, etc. |
Video context analysis is an active and vibrant research area, which provides means for extracting, analyzing and understanding behavior of a single target and multiple targets. Over the last few decades, computer vision researchers have been working to improve the accuracy and robustness of algorithms to analyze the context of a video automatically. In general, the research work in this area can be categorized into three major topics: 1) counting number of people in the scene 2) tracking individuals in a crowd and 3) understanding behavior of a single target or multiple targets in the scene. This book focuses on tracking individual targets and detecting abnormal behavior of a crowd in a complex scene |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE |
|---|
| Additional physical form available note |
Also available in print. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Title from PDF title page (viewed on September 17, 2013). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Video surveillance. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Automatic tracking |
| General subdivision |
Mathematics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Human activity recognition. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computer vision |
| General subdivision |
Mathematical models. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Image analysis. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Image processing |
| General subdivision |
Digital techniques. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Crowds |
| General subdivision |
Mathematical models. |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
video context analysis |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
interactive swarms |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
particle swarm optimisation |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
multi-target tracking |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
social behavior |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
crowded scenes |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
abnormality detection |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
visual surveillance |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
manifold embedding |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
crowd analysis |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
spatio-temporal Laplacian Eigenmap |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Eng, How-lung., |
| Relator term |
author. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Monekosso, Dorothy., |
| Relator term |
author. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Remagnino, Paolo, |
| Dates associated with a name |
1963-, |
| Relator term |
author. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Print version: |
| International Standard Book Number |
9781627051668 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis digital library of engineering and computer science. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis lectures on image, video, and multimedia processing ; |
| Volume/sequential designation |
# 14. |
| International Standard Serial Number |
1559-8144 |
| 856 42 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Abstract with links to resource |
| Uniform Resource Identifier |
http://ieeexplore.ieee.org/servlet/opac?bknumber=6812610 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Abstract with links to full text |
| Uniform Resource Identifier |
http://dx.doi.org/10.2200/S00521ED1V01Y201307IVM014 |
