Paper Abstract and Keywords |
Presentation |
2018-03-20 09:00
[Poster Presentation]
Consideration on Fingertip Gesture Input System for Wearable Devices with Head Movements Ayaka Mineo, Tomoki Tanaka, Yoshihiro Yamashita, Takao Nishitani, Kiyoshi Nishikawa (Tokyo Metropolitan Univ.) EA2017-154 SIP2017-163 SP2017-137 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We consider a detection method which is robust against head shake for gesture input systems with wearable terminals equipped with a camera. One can operate the terminal with the fingertip by the icons projected on the space displayed by the glasses. We use the foreground segmentation based on the Gaussian mixture model because of its low computational complexity. However, this results in the generation of the decision errors due to the the small movement of the user's head. Our purpose is to reduce decision errors that occur due to the head shakes. In this report, we propose a novel method for efficiently reducing the false detection by a logical and method using dual foreground segmentation. We show the effectiveness of the proposed method by comparing with the conventional methods. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
GMM foreground segmentation / Head shake / Fingertip detection / Decision error removal method / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 516, SIP2017-163, pp. 287-290, March 2018. |
Paper # |
SIP2017-163 |
Date of Issue |
2018-03-12 (EA, SIP, SP) |
ISSN |
Print edition: ISSN 0913-5685 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 |
EA2017-154 SIP2017-163 SP2017-137 |
Conference Information |
Committee |
SIP EA SP MI |
Conference Date |
2018-03-19 - 2018-03-20 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
|
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Speech, Engineering/Electro Acoustics, Signal Processing, and Related Topics [SIP, EA, SP]/ Medical Image Engineering, Analysis, Recognition, etc. [MI] |
Paper Information |
Registration To |
SIP |
Conference Code |
2018-03-SIP-EA-SP-MI |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Consideration on Fingertip Gesture Input System for Wearable Devices with Head Movements |
Sub Title (in English) |
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Keyword(1) |
GMM foreground segmentation |
Keyword(2) |
Head shake |
Keyword(3) |
Fingertip detection |
Keyword(4) |
Decision error removal method |
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1st Author's Name |
Ayaka Mineo |
1st Author's Affiliation |
Tokyo Metropolitan University (Tokyo Metropolitan Univ.) |
2nd Author's Name |
Tomoki Tanaka |
2nd Author's Affiliation |
Tokyo Metropolitan University (Tokyo Metropolitan Univ.) |
3rd Author's Name |
Yoshihiro Yamashita |
3rd Author's Affiliation |
Tokyo Metropolitan University (Tokyo Metropolitan Univ.) |
4th Author's Name |
Takao Nishitani |
4th Author's Affiliation |
Tokyo Metropolitan University (Tokyo Metropolitan Univ.) |
5th Author's Name |
Kiyoshi Nishikawa |
5th Author's Affiliation |
Tokyo Metropolitan University (Tokyo Metropolitan Univ.) |
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Speaker |
Author-5 |
Date Time |
2018-03-20 09:00:00 |
Presentation Time |
90 minutes |
Registration for |
SIP |
Paper # |
EA2017-154, SIP2017-163, SP2017-137 |
Volume (vol) |
vol.117 |
Number (no) |
no.515(EA), no.516(SIP), no.517(SP) |
Page |
pp.287-290 |
#Pages |
4 |
Date of Issue |
2018-03-12 (EA, SIP, SP) |
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