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 2016-05-26 14:25
A Study on Player Identification in Sport Videos Using Wearable Sensors
Takashi Hamatani, Yudai Sakaguchi, Akira Uchiyama, Teruo Higashino (Osaka Univ.) MoNA2016-2
Abstract (in Japanese) (See Japanese page) 
(in English) In this technical report, we propose a method for identifying sports players on videos.
Our method basically compares player's speed and moving direction derived from videos and wearable sensors they wore.
In addition, we compare step timing from videos and sensors because they can represent slight difference of each player's steps.
We evaluate our method based on the dataset generated by Unity, where 10 players played football.
As a result, we confirm our method achieves 72% accuracy of player identification for only 3 seconds video even in the case of 25% posture error.
Keyword (in Japanese) (See Japanese page) 
(in English) Wearable Sensor / Motion Features / Step Detection / Pose Estimation / / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 66, MoNA2016-2, pp. 75-80, May 2016.
Paper # MoNA2016-2 
Date of Issue 2016-05-19 (MoNA) 
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 MoNA2016-2

Conference Information
Conference Date 2016-05-26 - 2016-05-27 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa Industry Support Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English) 5G, Mobile Applications, Ubiquitous Services, Mobile Distributed Cloud, ITS, etc. 
Paper Information
Registration To MoNA 
Conference Code 2016-05-MoNA-MBL-DPS-ITS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Study on Player Identification in Sport Videos Using Wearable Sensors 
Sub Title (in English)  
Keyword(1) Wearable Sensor  
Keyword(2) Motion Features  
Keyword(3) Step Detection  
Keyword(4) Pose Estimation  
1st Author's Name Takashi Hamatani  
1st Author's Affiliation Osaka University (Osaka Univ.)
2nd Author's Name Yudai Sakaguchi  
2nd Author's Affiliation Osaka University (Osaka Univ.)
3rd Author's Name Akira Uchiyama  
3rd Author's Affiliation Osaka University (Osaka Univ.)
4th Author's Name Teruo Higashino  
4th Author's Affiliation Osaka University (Osaka 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 ()
Speaker Author-1 
Date Time 2016-05-26 14:25:00 
Presentation Time 25 minutes 
Registration for MoNA 
Paper # MoNA2016-2 
Volume (vol) vol.116 
Number (no) no.66 
Page pp.75-80 
Date of Issue 2016-05-19 (MoNA) 

[Return to Top Page]

[Return to IEICE Web Page]

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