Paper Abstract and Keywords |
Presentation |
2020-10-09 13:45
A Tennis Racket Tip Detection Method Using A Convolutional Neural Network Generating Confidence Maps Taichi Hosoi, Hirohisa Hioki (Kyoto Univ.) PRMU2020-26 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
As image processing technologies develop recently, many studies on sports video analysis are performed for various purpose. For analyzing sports where tools are used, we have to examine movements of tools as well as those of players. In this study, we focus on tennis movement analysis and have been developed a method for racket tip detection which generates confidence maps through a convolutional neural network. We have performed experiments for several tennis images under different conditions, and have succeeded to detect the approximate positions of racket tips for them. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Image Processing / Motion Analytics / Deep Learning / Convolutional Neural Network / Sport Analytics / / / |
Reference Info. |
IEICE Tech. Rep., vol. 120, no. 187, PRMU2020-26, pp. 44-49, Oct. 2020. |
Paper # |
PRMU2020-26 |
Date of Issue |
2020-10-02 (PRMU) |
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) |
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PRMU2020-26 |
Conference Information |
Committee |
PRMU |
Conference Date |
2020-10-09 - 2020-10-10 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Recognition and understating of human |
Paper Information |
Registration To |
PRMU |
Conference Code |
2020-10-PRMU |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Tennis Racket Tip Detection Method Using A Convolutional Neural Network Generating Confidence Maps |
Sub Title (in English) |
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Keyword(1) |
Image Processing |
Keyword(2) |
Motion Analytics |
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Deep Learning |
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Convolutional Neural Network |
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Sport Analytics |
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1st Author's Name |
Taichi Hosoi |
1st Author's Affiliation |
Kyoto University (Kyoto Univ.) |
2nd Author's Name |
Hirohisa Hioki |
2nd Author's Affiliation |
Kyoto University (Kyoto Univ.) |
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Speaker |
Author-1 |
Date Time |
2020-10-09 13:45:00 |
Presentation Time |
15 minutes |
Registration for |
PRMU |
Paper # |
PRMU2020-26 |
Volume (vol) |
vol.120 |
Number (no) |
no.187 |
Page |
pp.44-49 |
#Pages |
6 |
Date of Issue |
2020-10-02 (PRMU) |
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