000 -LEADER |
fixed length control field |
04995nam a2200649 i 4500 |
001 - CONTROL NUMBER |
control field |
6812668 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
IEEE |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20200413152849.0 |
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
fixed length control field |
m eo d |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
fixed length control field |
cr bn |||m|||a |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
081006s2005 cau fob 000 0 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
1598290061 (electronic bk.) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9781598290066 (electronic bk.) |
024 7# - OTHER STANDARD IDENTIFIER |
Standard number or code |
10.2200/S00002ED1V01Y200508IVM001 |
Source of number or code |
doi |
035 ## - SYSTEM CONTROL NUMBER |
System control number |
(OCoLC)62412967 |
035 ## - SYSTEM CONTROL NUMBER |
System control number |
(CaBNVSL)gtp00531489 |
040 ## - CATALOGING SOURCE |
Original cataloging agency |
CaBNVSL |
Transcribing agency |
CaBNVSL |
Modifying agency |
CaBNVSL |
050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
Classification number |
TK7882.B56 |
Item number |
C54 2005 |
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
006.4 |
Edition number |
22 |
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 |
Chellappa, Rama. |
245 10 - TITLE STATEMENT |
Title |
Recognition of humans and their activities using video |
Medium |
[electronic resource] / |
Statement of responsibility, etc. |
Rama Chellappa, Amit K. Roy-Chowdhury, S. Kevin Zhou. |
250 ## - EDITION STATEMENT |
Edition statement |
1st ed. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. |
Place of publication, distribution, etc. |
San Rafael, Calif. (1537 Fourth Street, San Rafael, CA 94901 USA) : |
Name of publisher, distributor, etc. |
Morgan & Claypool Publishers, |
Date of publication, distribution, etc. |
c2005. |
300 ## - PHYSICAL DESCRIPTION |
Extent |
1 electronic document (ix, 173 p.) : |
Other physical details |
digital file. |
490 1# - SERIES STATEMENT |
Series statement |
Synthesis lectures on image, video, and multimedia processing ; |
Volume/sequential designation |
#1 |
538 ## - SYSTEM DETAILS NOTE |
System details note |
Mode of access: World Wide Web. |
538 ## - SYSTEM DETAILS NOTE |
System details note |
System requirements: PDF reader. |
500 ## - GENERAL NOTE |
General note |
Part of: Synthesis digital library of engineering and computer science. |
500 ## - GENERAL NOTE |
General note |
Series from website. |
500 ## - GENERAL NOTE |
General note |
Series statement from caption on home page. |
504 ## - BIBLIOGRAPHY, ETC. NOTE |
Bibliography, etc. note |
Includes bibliographical references (p. 153-170). |
505 0# - FORMATTED CONTENTS NOTE |
Formatted contents note |
Introduction -- Human recognition using face -- Human recognition using gait -- Human activity recognition -- Future research directions -- Conclusions -- References. |
506 1# - RESTRICTIONS ON ACCESS NOTE |
Terms governing access |
Abstract freely available; full-text restricted to subscribers or individual document purchasers. |
506 ## - RESTRICTIONS ON ACCESS NOTE |
Terms governing access |
Available to subscribers only. |
510 0# - CITATION/REFERENCES NOTE |
Name of source |
Compendex |
510 0# - CITATION/REFERENCES NOTE |
Name of source |
Google book search |
510 0# - CITATION/REFERENCES NOTE |
Name of source |
Google scholar |
510 0# - CITATION/REFERENCES NOTE |
Name of source |
INSPEC |
520 0# - SUMMARY, ETC. |
Summary, etc. |
The recognition of humans and their activities from video sequences is currently a very active area of research because of its applications in video surveillance, design of realistic entertainment systems, multimedia communications, and medical diagnosis. In this lecture, we discuss the use of face and gait signatures for human identification and recognition of human activities from video sequences. We survey existing work and describe some of the more well-known methods in these areas. We also describe our own research and outline future possibilities. In the area of face recognition, we start with the traditional methods for image-based analysis and then describe some of the more recent developments related to the use of video sequences, 3D models, and techniques for representing variations of illumination. We note that the main challenge facing researchers in this area is the development of recognition strategies that are robust to changes due to pose, illumination, disguise, and aging. Gait recognition is a more recent area of research in video understanding, although it has been studied for a long time in psychophysics and kinesiology. The goal for video scientists working in this area is to automatically extract the parameters for representation of human gait. We describe some of the techniques that have been developed for this purpose, most of which are appearance based. We also highlight the challenges involved in dealing with changes in viewpoint and propose methods based on image synthesis, visual hull, and 3D models. In the domain of human activity recognition, we present an extensive survey of various methods that have been developed in different disciplines like artificial intelligence, image processing, pattern recognition, and computer vision. We then outline our method for modeling complex activities using 2D and 3D deformable shape theory. The wide application of automatic human identification and activity recognition methods will require the fusion of different modalities like face and gait, dealing with the problems of pose and illumination variations, and accurate computation of 3D models. The last chapter of this lecture deals with these areas of future research. |
588 ## - SOURCE OF DESCRIPTION NOTE |
Source of description note |
Title from PDF t.p. (viewed on Oct. 10, 2008). |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Biometric identification. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Gait in humans. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Human face recognition (Computer science) |
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. |
690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN) |
Topical term or geographic name as entry element |
Pattern recognition. |
690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN) |
Topical term or geographic name as entry element |
Face recognition. |
690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN) |
Topical term or geographic name as entry element |
Gait recognition. |
690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN) |
Topical term or geographic name as entry element |
Human activity recognition. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Roy-Chowdhury, Amit K. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Zhou, S. Kevin. |
730 0# - 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 |
#1. |
856 42 - ELECTRONIC LOCATION AND ACCESS |
Materials specified |
Abstract with links to resource |
Uniform Resource Identifier |
http://ieeexplore.ieee.org/servlet/opac?bknumber=6812668 |
856 40 - ELECTRONIC LOCATION AND ACCESS |
Materials specified |
Abstract with links to full text |
Uniform Resource Identifier |
http://dx.doi.org/10.2200/S00002ED1V01Y200508IVM001 |