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Paper Abstract and Keywords
Presentation 2014-03-07 10:30
Trilateral filter on graph spectral domain
Masaki Onuki, Yuichi Tanaka (Tokyo Univ. of Agliculture and Tech.) CAS2013-113 SIP2013-159 CS2013-126
Abstract (in Japanese) (See Japanese page) 
(in English) This paper presents the trilateral filter (TF) in the perspective of graph signal processing. The TF is a single-pass nonlinear filter for edge-preserving smoothing. To smooth an image, it does not require many iterations compared to conventional smoothing methods, e.g., the bilateral filter. Additionally, one parameter is only required for filtering. Since the TF coefficients depend on original image data, it is not possible to provide a frequency domain representation using regular signal processing. To overcome this problem, we firstly show the TF as a vertex domain transform on a graph and then define it on graph spectral domain. In the experimental results, the proposed method presents better denoising performances than conventional methods.
Keyword (in Japanese) (See Japanese page) 
(in English) Trilateral filter / Bilateral filter / Graph signal processing / Spectral graph theory / Denoising / / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 464, SIP2013-159, pp. 133-138, March 2014.
Paper # SIP2013-159 
Date of Issue 2014-02-27 (CAS, SIP, CS) 
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. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Notes on Review This article is a technical report without peer review, and its polished version will be published elsewhere.
Download PDF CAS2013-113 SIP2013-159 CS2013-126

Conference Information
Committee CS CAS SIP  
Conference Date 2014-03-06 - 2014-03-07 
Place (in Japanese) (See Japanese page) 
Place (in English) Osaka City University Media Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Network Processor, Signal Processing for Communication, Wireless LAN/PAN, etc. 
Paper Information
Registration To SIP 
Conference Code 2014-03-CS-CAS-SIP 
Language English (Japanese title is available) 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Trilateral filter on graph spectral domain 
Sub Title (in English)  
Keyword(1) Trilateral filter  
Keyword(2) Bilateral filter  
Keyword(3) Graph signal processing  
Keyword(4) Spectral graph theory  
Keyword(5) Denoising  
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1st Author's Name Masaki Onuki  
1st Author's Affiliation Tokyo University of Agriculture and Technology (Tokyo Univ. of Agliculture and Tech.)
2nd Author's Name Yuichi Tanaka  
2nd Author's Affiliation Tokyo University of Agriculture and Technology (Tokyo Univ. of Agliculture and Tech.)
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Speaker
Date Time 2014-03-07 10:30:00 
Presentation Time 25 
Registration for SIP 
Paper # IEICE-CAS2013-113,IEICE-SIP2013-159,IEICE-CS2013-126 
Volume (vol) IEICE-113 
Number (no) no.463(CAS), no.464(SIP), no.465(CS) 
Page pp.133-138 
#Pages IEICE-6 
Date of Issue IEICE-CAS-2014-02-27,IEICE-SIP-2014-02-27,IEICE-CS-2014-02-27 


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