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 2021-03-03 10:25
Remote Sensing Data Restoration by Constraining the Gradients of Stripe Noise
Kazuki Naganuma, Saori Takeyama, Shunsuke Ono (Titech) EA2020-60 SIP2020-91 SP2020-25
Abstract (in Japanese) (See Japanese page) 
(in English) This paper proposes an effective and efficient restoration methods for remote-sensing data by constraining the gradient of stripe noise. Stripe noise removal of remote-sensing data is one of the essential restoration task because stripe noise affects not only the visual quality but also subsequent processing. For stripe noise removal, an optimization technique is often used. In this paper, we adopt the gradient constraints of stripe noise to the optimization problem because the stripe noise has the fact that the spatial and temporal gradients are equal to zero. Our method imposes strong constraints on stripe noise, and thus can fully capture stripe noise, leading to much effective stripe noise removal. Also, operations required for handling the constraints of gradient are simple, which enables us to develop an efficient algorithm for solving the problem by a primal-dual splitting method. We demonstrate the advantages of our method over existing methods on restoration experiments using remote-sensing data.
Keyword (in Japanese) (See Japanese page) 
(in English) gradient constraints / restoration / stripe noise removal / primal-dual splitting / remote sensing data / / /  
Reference Info. IEICE Tech. Rep., vol. 120, no. 398, SIP2020-91, pp. 5-8, March 2021.
Paper # SIP2020-91 
Date of Issue 2021-02-24 (EA, SIP, SP) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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 EA2020-60 SIP2020-91 SP2020-25

Conference Information
Conference Date 2021-03-03 - 2021-03-04 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Speech, Engineering/Electro Acoustics, Signal Processing, Ultrasonics, and Related Topics 
Paper Information
Registration To SIP 
Conference Code 2021-03-EA-US-SP-SIP-SLP 
Language English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Remote Sensing Data Restoration by Constraining the Gradients of Stripe Noise 
Sub Title (in English)  
Keyword(1) gradient constraints  
Keyword(2) restoration  
Keyword(3) stripe noise removal  
Keyword(4) primal-dual splitting  
Keyword(5) remote sensing data  
1st Author's Name Kazuki Naganuma  
1st Author's Affiliation Tokyo Institute of Technology (Titech)
2nd Author's Name Saori Takeyama  
2nd Author's Affiliation Tokyo Institute of Technology (Titech)
3rd Author's Name Shunsuke Ono  
3rd Author's Affiliation Tokyo Institute of Technology (Titech)
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 ()
Date Time 2021-03-03 10:25:00 
Presentation Time 25 
Registration for SIP 
Paper # IEICE-EA2020-60,IEICE-SIP2020-91,IEICE-SP2020-25 
Volume (vol) IEICE-120 
Number (no) no.397(EA), no.398(SIP), no.399(SP) 
Page pp.5-8 
#Pages IEICE-4 
Date of Issue IEICE-EA-2021-02-24,IEICE-SIP-2021-02-24,IEICE-SP-2021-02-24 

[Return to Top Page]

[Return to IEICE Web Page]

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