| Paper Abstract and Keywords |
| Presentation |
2026-03-16 14:35
A Study on Information Embedding into Color Components in Visible Light Communication Systems based on Image Classifiers Riku Katayama, Tadahiro Wada, Kaiji Mukumoto, Zhengqiang Tang (Shizuoka Univ.), Hiraku Okada (Meijo Univ.) IT2025-98 ISEC2025-106 WBS2025-80 RCC2025-79 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In visible light communication using liquid crystal displays and image sensors, a communication method based on machine-learning–driven image classifiers has been proposed for information embedding. In this method, an adversarial image is generated from the information to be transmitted, and the information is conveyed through the features output by the image classifier. In contrast to the previous approach, where a single feature corresponds to the transmitted information, we propose a method that embeds different pieces of information into each color component during the generation of adversarial images, thereby increasing the information capacity. We evaluate the communication performance and image quality of the proposed method. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Visible Light Communications / Information Embedding / Image Classifier / Adversarial Examples / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 125, no. 406, WBS2025-80, pp. 120-125, March 2026. |
| Paper # |
WBS2025-80 |
| Date of Issue |
2026-03-09 (IT, ISEC, WBS, RCC) |
| 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 |
IT2025-98 ISEC2025-106 WBS2025-80 RCC2025-79 |
| Conference Information |
| Committee |
IT WBS ISEC RCC |
| Conference Date |
2026-03-16 - 2026-03-17 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Nagano Campus, Shinshu University |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Joint Workshop of ISEC, IT, RCC, and WBS |
| Paper Information |
| Registration To |
WBS |
| Conference Code |
2026-03-IT-WBS-ISEC-RCC |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A Study on Information Embedding into Color Components in Visible Light Communication Systems based on Image Classifiers |
| Sub Title (in English) |
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| Keyword(1) |
Visible Light Communications |
| Keyword(2) |
Information Embedding |
| Keyword(3) |
Image Classifier |
| Keyword(4) |
Adversarial Examples |
| Keyword(5) |
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| Keyword(6) |
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| 1st Author's Name |
Riku Katayama |
| 1st Author's Affiliation |
Shizuoka University (Shizuoka Univ.) |
| 2nd Author's Name |
Tadahiro Wada |
| 2nd Author's Affiliation |
Shizuoka University (Shizuoka Univ.) |
| 3rd Author's Name |
Kaiji Mukumoto |
| 3rd Author's Affiliation |
Shizuoka University (Shizuoka Univ.) |
| 4th Author's Name |
Zhengqiang Tang |
| 4th Author's Affiliation |
Shizuoka University (Shizuoka Univ.) |
| 5th Author's Name |
Hiraku Okada |
| 5th Author's Affiliation |
Meijo University (Meijo Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2026-03-16 14:35:00 |
| Presentation Time |
25 minutes |
| Registration for |
WBS |
| Paper # |
IT2025-98, ISEC2025-106, WBS2025-80, RCC2025-79 |
| Volume (vol) |
vol.125 |
| Number (no) |
no.404(IT), no.405(ISEC), no.406(WBS), no.407(RCC) |
| Page |
pp.120-125 |
| #Pages |
6 |
| Date of Issue |
2026-03-09 (IT, ISEC, WBS, RCC) |