Paper Abstract and Keywords |
Presentation |
2013-03-08 11:00
[Tutorial Lecture]
Recent Trend of Particle Filtering in Visual Tracking Kazuhiko Kawamoto (Chiba Univ.) SIS2012-65 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Particle filters was proposed almost 20 years ago for nonlinear and non-Gaussian time series analysis with sequential Monte Carlo approximation. Since then, there have been an enormous number of studies and applications on particle filtering in the literature. In computer vision, particle filters have been mainly applied to visual tracking. This tutorial focuses on particle sampling schemes of particle filtering in visual tracking and reviews how the schemes should be improved for better tracking performance. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Particle filter / Object tracking / Sequential importance sampling / Rao-Blackwellisation / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 112, no. 465, SIS2012-65, pp. 109-114, March 2013. |
Paper # |
SIS2012-65 |
Date of Issue |
2013-02-28 (SIS) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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SIS2012-65 |
Conference Information |
Committee |
SIS |
Conference Date |
2013-03-07 - 2013-03-08 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Create Hamamatsu |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
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Paper Information |
Registration To |
SIS |
Conference Code |
2013-03-SIS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Recent Trend of Particle Filtering in Visual Tracking |
Sub Title (in English) |
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Particle filter |
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Object tracking |
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Sequential importance sampling |
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Rao-Blackwellisation |
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1st Author's Name |
Kazuhiko Kawamoto |
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Chiba University (Chiba Univ.) |
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Speaker |
Author-1 |
Date Time |
2013-03-08 11:00:00 |
Presentation Time |
40 minutes |
Registration for |
SIS |
Paper # |
SIS2012-65 |
Volume (vol) |
vol.112 |
Number (no) |
no.465 |
Page |
pp.109-114 |
#Pages |
6 |
Date of Issue |
2013-02-28 (SIS) |