IEICE Technical Committee Submission System
Conference Paper's Information
Online Proceedings
[Sign in]
... (for ESS/CS/ES/ISS)
Tech. Rep. Archives
... (for ES/CS)
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2016-06-09 11:00
Random-valued Impulse Noise Removal Using Non-local Search for Similar Structures and Sparse Representation
Kengo Tsuda, Masaaki Ikehara (Keio Univ.) SIS2016-1
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, we deal with the removal of the random-valued impulse noise in the image. The random-valued impulse noise in the image is the noise that the luminance in the random position is random value. We improve the recent noise detector using a non-local search of similar structure, for noise detection in high noise density. We propose the new noise removal algorithm by the sparse representation using the DCT basis. Using the sparse representation enables the noise removal based on the neighbor image structure. We confirm the effectiveness of the proposed method quantitatively and qualitatively.
Keyword (in Japanese) (See Japanese page) 
(in English) Random-valued impulse noise / Sparse representation / DCT basis / / / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 81, SIS2016-1, pp. 1-6, June 2016.
Paper # SIS2016-1 
Date of Issue 2016-06-02 (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. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF SIS2016-1

Conference Information
Committee SIS  
Conference Date 2016-06-09 - 2016-06-10 
Place (in Japanese) (See Japanese page) 
Place (in English) Kushiro Tourism and Convention cent. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Smart Personal Systems, etc. 
Paper Information
Registration To SIS 
Conference Code 2016-06-SIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Random-valued Impulse Noise Removal Using Non-local Search for Similar Structures and Sparse Representation 
Sub Title (in English)  
Keyword(1) Random-valued impulse noise  
Keyword(2) Sparse representation  
Keyword(3) DCT basis  
Keyword(4)  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Kengo Tsuda  
1st Author's Affiliation Keio University (Keio Univ.)
2nd Author's Name Masaaki Ikehara  
2nd Author's Affiliation Keio University (Keio Univ.)
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 2016-06-09 11:00:00 
Presentation Time 20 
Registration for SIS 
Paper # IEICE-SIS2016-1 
Volume (vol) IEICE-116 
Number (no) no.81 
Page pp.1-6 
#Pages IEICE-6 
Date of Issue IEICE-SIS-2016-06-02 


[Return to Top Page]

[Return to IEICE Web Page]


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