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 2017-03-02 13:50
Tactile Texture Recognition using Convolutional Neural Networks for Time-series Sensor Data
Hideaki Orii, Satoshi Tsuji, Takaharu Kouda, Teruhiko Kohama (Fukuoka Univ.) SIS2016-47
Abstract (in Japanese) (See Japanese page) 
(in English) Tactile texture is an important factor to determine to impression of an object. In this paper, we propose a novel recognition method for tactile texture using convolutional neural networks. The proposed system is composed of a pressure sensor and 6-axis acceleration sensor. Thus, the system configuration is simple, and it is possible to construct the system inexpensively. In the experiment, we apply the proposed method to the test objects have various tactile textures. The results showed the effectiveness of proposed method.
Keyword (in Japanese) (See Japanese page) 
(in English) tactile texture recognition / pressure sensor / convolutional neural network / / / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 482, SIS2016-47, pp. 31-34, March 2017.
Paper # SIS2016-47 
Date of Issue 2017-02-23 (SIS) 
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 SIS2016-47

Conference Information
Committee SIS  
Conference Date 2017-03-02 - 2017-03-03 
Place (in Japanese) (See Japanese page) 
Place (in English) Kanagawa Inst. Tech. Yokohama Office 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Soft Computing, etc. 
Paper Information
Registration To SIS 
Conference Code 2017-03-SIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Tactile Texture Recognition using Convolutional Neural Networks for Time-series Sensor Data 
Sub Title (in English)  
Keyword(1) tactile texture recognition  
Keyword(2) pressure sensor  
Keyword(3) convolutional neural network  
1st Author's Name Hideaki Orii  
1st Author's Affiliation Fukuoka University (Fukuoka Univ.)
2nd Author's Name Satoshi Tsuji  
2nd Author's Affiliation Fukuoka University (Fukuoka Univ.)
3rd Author's Name Takaharu Kouda  
3rd Author's Affiliation Fukuoka University (Fukuoka Univ.)
4th Author's Name Teruhiko Kohama  
4th Author's Affiliation Fukuoka University (Fukuoka Univ.)
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 2017-03-02 13:50:00 
Presentation Time 20 
Registration for SIS 
Paper # IEICE-SIS2016-47 
Volume (vol) IEICE-116 
Number (no) no.482 
Page pp.31-34 
#Pages IEICE-4 
Date of Issue IEICE-SIS-2017-02-23 

[Return to Top Page]

[Return to IEICE Web Page]

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