| 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 | 2020-01-27 15:45 Extraction of Artificial Fiber Pattern from Video Using Deep Learning technique Noda Tomo, Kaneda Kitahiro, Iwamura Keiichi (Tokyo Univ. of Science)  EMM2019-100 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We are studying the realization of a human monitoring system that collects human movements by detecting a unique ID embedded in daily necessities such as clothing through multiple surveillance cameras. In previous research, we proposed an information embedding method that can recognize changes in content but has low visibility , and realized information embedding in fiber materials. This is defined as an artificial fiber pattern. In this paper, we selected T-shirts, which are generally used as a medium for embedding the artificial fiber pattern, and verified the embedding potential. In addition, we realized an end to end system that extracts information from surveillance camera images by using deep learning. As a result, By majority decision between frames, we achieved 100% extraction rate under specific conditions. This makes it possible to distinguish clothes of the same color, which were difficult to recognize with conventional object detection technology. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Data Hiding / Artificial Fiber Pattern / Deep Learning / Object Detection / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 119, no. 396, EMM2019-100, pp. 31-36, Jan. 2020. | |
| Paper # | EMM2019-100 | |
| Date of Issue | 2020-01-20 (EMM) | |
| 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 | EMM2019-100 |
|
| Conference Information | |
| Committee | EMM |
| Conference Date | 2020-01-27 - 2020-01-27 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tohoku Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Sense of Presence, Universal Media, Digital Entertainment, etc. |
| Paper Information | |
| Registration To | EMM |
| Conference Code | 2020-01-EMM |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Extraction of Artificial Fiber Pattern from Video Using Deep Learning technique |
| Sub Title (in English) | |
| Keyword(1) | Data Hiding |
| Keyword(2) | Artificial Fiber Pattern |
| Keyword(3) | Deep Learning |
| Keyword(4) | Object Detection |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Noda Tomo |
| 1st Author's Affiliation | Tokyo University of Science (Tokyo Univ. of Science) |
| 2nd Author's Name | Kaneda Kitahiro |
| 2nd Author's Affiliation | Tokyo University of Science (Tokyo Univ. of Science) |
| 3rd Author's Name | Iwamura Keiichi |
| 3rd Author's Affiliation | Tokyo University of Science (Tokyo Univ. of Science) |
| 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 | () |
| Speaker | Author-1 |
| Date Time | 2020-01-27 15:45:00 |
| Presentation Time | 25 minutes |
| Registration for | EMM |
| Paper # | EMM2019-100 |
| Volume (vol) | vol.119 |
| Number (no) | no.396 |
| Page | pp.31-36 |
| #Pages | 6 |
| Date of Issue | 2020-01-20 (EMM) |
[Return to Top Page]