Information: Join today and make your research activities more affordable! Technical workshop participation fees and annual registration fees are available at member rates.
Notice: [Important] Announcement of Changes to Registration Fee Payment and Manuscript Upload Procedures for IEICE Technical Meetings
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 2023-01-19 15:55
[Short Paper] Hand Written Digit Recognition by Ensemble Learning using Leap Motion
Noriaki Kaneko, Masakatsu Ogawa (Sophia Univ.) SeMI2022-86
Abstract (in Japanese) (See Japanese page) 
(in English) In recent years, contactless input technologies have been attracting attention due to the spread of the new coronavirus (COVID-19). To propose an information input method, we focus on hand written digit recognition using Leap Motion. In our conventional studies, we measured the subject’s finger coordinate and vector data and recognized it by the single-input learning model and the integrated learning model. In the former recognition, we analyzed data without discrimination. In the latter recognition, we divided data according to the finger type and analyzed it with multiple input layers. In this study, we clarify that the ensemble learning model composed of multiple machine learning models effectively recognizes hand written digits.
Keyword (in Japanese) (See Japanese page) 
(in English) Leap Motion / LSTM / Contactless / Ensemble Learning / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 341, SeMI2022-86, pp. 61-64, Jan. 2023.
Paper # SeMI2022-86 
Date of Issue 2023-01-12 (SeMI) 
ISSN 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 SeMI2022-86

Conference Information
Committee SeMI SeMI  
Conference Date 2023-01-19 - 2023-01-20 
Place (in Japanese) (See Japanese page) 
Place (in English) Naruto grand hotel 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SeMI 
Conference Code 2023-01-SeMI-SeMI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Hand Written Digit Recognition by Ensemble Learning using Leap Motion 
Sub Title (in English)  
Keyword(1) Leap Motion  
Keyword(2) LSTM  
Keyword(3) Contactless  
Keyword(4) Ensemble Learning  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Noriaki Kaneko  
1st Author's Affiliation Sophia University (Sophia Univ.)
2nd Author's Name Masakatsu Ogawa  
2nd Author's Affiliation Sophia University (Sophia 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 ()
21st Author's Name  
21st Author's Affiliation ()
22nd Author's Name  
22nd Author's Affiliation ()
23rd Author's Name  
23rd Author's Affiliation ()
24th Author's Name  
24th Author's Affiliation ()
25th Author's Name  
25th Author's Affiliation ()
26th Author's Name / /
26th Author's Affiliation ()
()
27th Author's Name / /
27th Author's Affiliation ()
()
28th Author's Name / /
28th Author's Affiliation ()
()
29th Author's Name / /
29th Author's Affiliation ()
()
30th Author's Name / /
30th Author's Affiliation ()
()
31st Author's Name / /
31st Author's Affiliation ()
()
32nd Author's Name / /
32nd Author's Affiliation ()
()
33rd Author's Name / /
33rd Author's Affiliation ()
()
34th Author's Name / /
34th Author's Affiliation ()
()
35th Author's Name / /
35th Author's Affiliation ()
()
36th Author's Name / /
36th Author's Affiliation ()
()
Speaker Author-1 
Date Time 2023-01-19 15:55:00 
Presentation Time 10 minutes 
Registration for SeMI 
Paper # SeMI2022-86 
Volume (vol) vol.122 
Number (no) no.341 
Page pp.61-64 
#Pages 4 
Date of Issue 2023-01-12 (SeMI) 

[Return to Top Page]

[Return to IEICE Web Page]
The Institute of Electronics, Information and Communication Engineers (IEICE), Japan