| Paper Abstract and Keywords |
| Presentation |
2008-07-25 15:15
[Invited Talk]
People Image Analysis by Video Understanding Technology
Hironobu Fujiyoshi (Chubu Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Automatic people detection is a key enabler for applications in visual surveillance.
A number of methods have been developed based on background subtraction for detecting motion from images captured by fixed cameras.
Because motion detection-based methods such as background subtraction use a top-down approach,
object classification in the next step becomes impossible if the object's region is not segmented correctly.
A window-scanning approach, which is a combination of low-level features and statistical learning,
has been proposed for solving this problem because of the great improvement in computer speed over the last several years.
In this paper, we describe the conventional approach of a video understanding algorithm,
developed during the VSAM project, for detecting motion, and we introduce applications that use it.
We also introduce an example of how a window-scanning approach for detecting people can be implemented as a novel approach for analyzing the images of people. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Video Surveillance and Monitoring(VSAM) / People Image Analysis / People Detection / / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 32, no. 32, IST2008-35, pp. 13-16, July 2008. |
| Paper # |
IST2008-35 |
| Date of Issue |
2008-07-18 (IST) |
| ISSN |
Print edition: ISSN 1342-6893 |
| Download PDF |
|
| Conference Information |
| Committee |
IST |
| Conference Date |
2008-07-25 - 2008-07-25 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Kikai-Shinko-Kaikan Bldg. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
IST |
| Conference Code |
2008-07-IST |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
People Image Analysis by Video Understanding Technology |
| Sub Title (in English) |
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| Keyword(1) |
Video Surveillance and Monitoring(VSAM) |
| Keyword(2) |
People Image Analysis |
| Keyword(3) |
People Detection |
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| 1st Author's Name |
Hironobu Fujiyoshi |
| 1st Author's Affiliation |
Chubu University (Chubu Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2008-07-25 15:15:00 |
| Presentation Time |
60 minutes |
| Registration for |
IST |
| Paper # |
IST2008-35 |
| Volume (vol) |
vol.32 |
| Number (no) |
no.32 |
| Page |
pp.13-16 |
| #Pages |
4 |
| Date of Issue |
2008-07-18 (IST) |