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 2012-07-02 11:10
A method for tracking kernel principal subspace
Toshihisa Tanaka (TUAT) CAS2012-6 VLD2012-16 SIP2012-38 MSS2012-6
Abstract (in Japanese) (See Japanese page) 
(in English) In the kernel principal component analysis (KPCA), since all the
nonlinear functions associated with observed samples are the basis
functions for eigenvectors, it is necessary to solve
the same scale of eigenvalue problem as the number of samples
should be solved.
This paper finds the eigenvectors on a subspace in the Euclidean
space.
This subspace adaptively changes depending on input signals, and
we develop recursive least squares (RLS)-type algorithm for
tracking a kernel principal subspace on this
adaptively changing subspace.
Numerical example is then illustrated to support the analysis.
Keyword (in Japanese) (See Japanese page) 
(in English) / / / / / / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 115, SIP2012-38, pp. 31-36, July 2012.
Paper # SIP2012-38 
Date of Issue 2012-06-25 (CAS, VLD, SIP, MSS) 
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 CAS2012-6 VLD2012-16 SIP2012-38 MSS2012-6

Conference Information
Committee VLD CAS MSS SIP  
Conference Date 2012-07-02 - 2012-07-03 
Place (in Japanese) (See Japanese page) 
Place (in English) Kyoto Research Park 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SIP 
Conference Code 2012-07-VLD-CAS-MSS-SIP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A method for tracking kernel principal subspace 
Sub Title (in English)  
Keyword(1)  
Keyword(2)  
Keyword(3)  
Keyword(4)  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Toshihisa Tanaka  
1st Author's Affiliation Tokyo University of Agriculture and Technology (TUAT)
2nd Author's Name  
2nd Author's Affiliation ()
3rd Author's Name  
3rd Author's Affiliation ()
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
Date Time 2012-07-02 11:10:00 
Presentation Time 20 
Registration for SIP 
Paper # IEICE-CAS2012-6,IEICE-VLD2012-16,IEICE-SIP2012-38,IEICE-MSS2012-6 
Volume (vol) IEICE-112 
Number (no) no.113(CAS), no.114(VLD), no.115(SIP), no.116(MSS) 
Page pp.31-36 
#Pages IEICE-6 
Date of Issue IEICE-CAS-2012-06-25,IEICE-VLD-2012-06-25,IEICE-SIP-2012-06-25,IEICE-MSS-2012-06-25 


[Return to Top Page]

[Return to IEICE Web Page]


The Institute of Electronics, Information and Communication Engineers (IEICE), Japan