| Paper Abstract and Keywords |
| Presentation |
2006-05-25 11:00
2D Omni Directional Head and Head-Parts Tracking Technique Using Subspace Method and SVM
Yosuke Matsusaka (AIST) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In this paper, we will give an outline about a object tracking technique based on multiple subspace models. Proposed technique realizes object tracking by training the multiple subspace models for each drift patterns and applying the class discrimination to the region candidate. High stability and precision are realized by using multiple subspace models which does not share each feature axis. Through an experiment of face region tracking, we confirmed that the proposed method could realize tracking of 360 directional face in unstable background and lighting condition. We have also implemented a head part tracking technique using position parameter estimation and visibility discrimination based on SVM. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
face image processing / tracking / subspace model / drift modeling / SVM / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 106, no. 72, PRMU2006-4, pp. 19-24, May 2006. |
| Paper # |
PRMU2006-4 |
| Date of Issue |
2006-05-18 (PRMU, MI) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
|
| Conference Information |
| Committee |
PRMU MI |
| Conference Date |
2006-05-25 - 2006-05-26 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Aichi Prefectural University |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
PRMU |
| Conference Code |
2006-05-PRMU-MI |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
2D Omni Directional Head and Head-Parts Tracking Technique Using Subspace Method and SVM |
| Sub Title (in English) |
|
| Keyword(1) |
face image processing |
| Keyword(2) |
tracking |
| Keyword(3) |
subspace model |
| Keyword(4) |
drift modeling |
| Keyword(5) |
SVM |
| Keyword(6) |
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| Keyword(7) |
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| 1st Author's Name |
Yosuke Matsusaka |
| 1st Author's Affiliation |
National Institute of Advanced Industrial Science and Technology (AIST) |
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| Speaker |
Author-1 |
| Date Time |
2006-05-25 11:00:00 |
| Presentation Time |
30 minutes |
| Registration for |
PRMU |
| Paper # |
PRMU2006-4, MI2006-4 |
| Volume (vol) |
vol.106 |
| Number (no) |
no.72(PRMU), no.74(MI) |
| Page |
pp.19-24 |
| #Pages |
6 |
| Date of Issue |
2006-05-18 (PRMU, MI) |