Paper Abstract and Keywords |
Presentation |
2011-02-18 14:30
Retrieving a Large Variety of Videos from a Small Number of Example Videos based on Rough Set Theory Kimiaki Shirahama, Yuta Matsuoka, Kuniaki Uehara (Kobe Univ.) PRMU2010-228 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper presents a query-by-example method which retrieves relevant shots to a query using examples provided by a user. In order to retrieve a variety of relevant shots taken by different camera techniques and setting, we use ``rough set theory'' to extract multiple retrieval rules from examples. Additionally, ``bagging'' and ``the random subspace method'' are used to extend the range of shots that can be retrieved, where different shots are characterized by classifies built on randomly selected examples and feature dimensions. Furthermore, we reduce the computation cost of the retrieval process by parallelizing it using ``MapReduce''. The proposed method is tested on TRECVID 2009 video data. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Query by example / Rough set theory / Bagging / Random subspace method / MapReduce / / / |
Reference Info. |
IEICE Tech. Rep., vol. 110, no. 414, PRMU2010-228, pp. 129-134, Feb. 2011. |
Paper # |
PRMU2010-228 |
Date of Issue |
2011-02-10 (PRMU) |
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) |
Download PDF |
PRMU2010-228 |
Conference Information |
Committee |
PRMU |
Conference Date |
2011-02-17 - 2011-02-18 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
|
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
Paper Information |
Registration To |
PRMU |
Conference Code |
2011-02-PRMU |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Retrieving a Large Variety of Videos from a Small Number of Example Videos based on Rough Set Theory |
Sub Title (in English) |
|
Keyword(1) |
Query by example |
Keyword(2) |
Rough set theory |
Keyword(3) |
Bagging |
Keyword(4) |
Random subspace method |
Keyword(5) |
MapReduce |
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Kimiaki Shirahama |
1st Author's Affiliation |
Kobe University (Kobe Univ.) |
2nd Author's Name |
Yuta Matsuoka |
2nd Author's Affiliation |
Kobe University (Kobe Univ.) |
3rd Author's Name |
Kuniaki Uehara |
3rd Author's Affiliation |
Kobe University (Kobe Univ.) |
4th Author's Name |
|
4th Author's Affiliation |
() |
5th Author's Name |
|
5th Author's Affiliation |
() |
6th Author's Name |
|
6th Author's Affiliation |
() |
7th Author's Name |
|
7th Author's Affiliation |
() |
8th Author's Name |
|
8th Author's Affiliation |
() |
9th Author's Name |
|
9th Author's Affiliation |
() |
10th Author's Name |
|
10th Author's Affiliation |
() |
11th Author's Name |
|
11th Author's Affiliation |
() |
12th Author's Name |
|
12th Author's Affiliation |
() |
13th Author's Name |
|
13th Author's Affiliation |
() |
14th Author's Name |
|
14th Author's Affiliation |
() |
15th Author's Name |
|
15th Author's Affiliation |
() |
16th Author's Name |
|
16th Author's Affiliation |
() |
17th Author's Name |
|
17th Author's Affiliation |
() |
18th Author's Name |
|
18th Author's Affiliation |
() |
19th Author's Name |
|
19th Author's Affiliation |
() |
20th Author's Name |
|
20th Author's Affiliation |
() |
Speaker |
Author-1 |
Date Time |
2011-02-18 14:30:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
PRMU2010-228 |
Volume (vol) |
vol.110 |
Number (no) |
no.414 |
Page |
pp.129-134 |
#Pages |
6 |
Date of Issue |
2011-02-10 (PRMU) |
|