Information: Join today and make your research activities more affordable! Technical workshop participation fees and annual registration fees are available at member rates.
Notice: [Important] Announcement of Changes to Registration Fee Payment and Manuscript Upload Procedures for IEICE Technical Meetings
IEICE Technical Committee Submission System
Conference Paper's Information		 Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2010-11-04 15:00
[Poster Presentation] Hierarchical topic trajectory model for video annotation retrieval considering cross-modal co-occurrences
Takuho Nakano (Univ. Tokyo), Akisato Kimura, Hirokazu Kameoka (NTT), Shigeki Miyabe, Shigeki Sagayama, Nobutaka Ono (Univ. Tokyo), Kunio Kashino (NTT), Takuya Nishimoto (Univ. Tokyo) IBISML2010-73
Abstract (in Japanese) (See Japanese page) 
(in English) This paper deals with a problem of ``video annotation retrieval'' that achieves automatic video annotaion (providing relevant text labels for a given video clip) and video retrieval (providing relevant video clips for a given text label(s)) within a unified framework. We propose a new statistical model, named Hierarchical Topic Trajectory Model (HTTM), for aquiring a dynamically changing topic model that represents the relationship between video frames and associated text labels. Model parameter estimation, annotaion and retrieval can be easily executed. It is also easy to add new modals such as audio signal and geometrical information. Preliminary experiments on video annotation task with humanly annotated video dataset indicate that our proposed method can improve the annotation accuracy.
Keyword (in Japanese) (See Japanese page) 
(in English) video annotation retrieval / topic model / canonical correlation analysis / hidden Markov model / / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 265, IBISML2010-73, pp. 105-112, Nov. 2010.
Paper # IBISML2010-73 
Date of Issue 2010-10-28 (IBISML) 
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 IBISML2010-73

Conference Information
Committee IBISML  
Conference Date 2010-11-04 - 2010-11-06 
Place (in Japanese) (See Japanese page) 
Place (in English) IIS, Univ. of Tokyo 
Topics (in Japanese) (See Japanese page) 
Topics (in English) IBIS 2010 (Workshop on Information-based Induction Sciences) 
Paper Information
Registration To IBISML 
Conference Code 2010-11-IBISML 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Hierarchical topic trajectory model for video annotation retrieval considering cross-modal co-occurrences 
Sub Title (in English)  
Keyword(1) video annotation retrieval  
Keyword(2) topic model  
Keyword(3) canonical correlation analysis  
Keyword(4) hidden Markov model  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Takuho Nakano  
1st Author's Affiliation The University of Tokyo (Univ. Tokyo)
2nd Author's Name Akisato Kimura  
2nd Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
3rd Author's Name Hirokazu Kameoka  
3rd Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
4th Author's Name Shigeki Miyabe  
4th Author's Affiliation The University of Tokyo (Univ. Tokyo)
5th Author's Name Shigeki Sagayama  
5th Author's Affiliation The University of Tokyo (Univ. Tokyo)
6th Author's Name Nobutaka Ono  
6th Author's Affiliation The University of Tokyo (Univ. Tokyo)
7th Author's Name Kunio Kashino  
7th Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
8th Author's Name Takuya Nishimoto  
8th Author's Affiliation The University of Tokyo (Univ. Tokyo)
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 ()
21st Author's Name  
21st Author's Affiliation ()
22nd Author's Name  
22nd Author's Affiliation ()
23rd Author's Name  
23rd Author's Affiliation ()
24th Author's Name  
24th Author's Affiliation ()
25th Author's Name  
25th Author's Affiliation ()
26th Author's Name / /
26th Author's Affiliation ()
()
27th Author's Name / /
27th Author's Affiliation ()
()
28th Author's Name / /
28th Author's Affiliation ()
()
29th Author's Name / /
29th Author's Affiliation ()
()
30th Author's Name / /
30th Author's Affiliation ()
()
31st Author's Name / /
31st Author's Affiliation ()
()
32nd Author's Name / /
32nd Author's Affiliation ()
()
33rd Author's Name / /
33rd Author's Affiliation ()
()
34th Author's Name / /
34th Author's Affiliation ()
()
35th Author's Name / /
35th Author's Affiliation ()
()
36th Author's Name / /
36th Author's Affiliation ()
()
Speaker Author-1 
Date Time 2010-11-04 15:00:00 
Presentation Time 180 minutes 
Registration for IBISML 
Paper # IBISML2010-73 
Volume (vol) vol.110 
Number (no) no.265 
Page pp.105-112 
#Pages 8 
Date of Issue 2010-10-28 (IBISML) 

[Return to Top Page]

[Return to IEICE Web Page]
The Institute of Electronics, Information and Communication Engineers (IEICE), Japan