| Presentation | 2020-12-14 A Proposal of Information Embedding Method Using Image Classifier for Parallel Transmission Visible Light Communications Keita Kinpara, Tadahiro Wada, Kaiji Mukumoto, Hiraku Okada, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | For visible light communications using a liquid crystal display and an image sensor, it must be desirable to embed transmitted information bits into an displayed image. Most of the proposed information embedding methods are categorized into the directly embedding methods into the pixel values and the frequency-domain based methods. In this paper, we propose a new information embedding method using the image classifier based on machine learning. We show the concept of the proposed method and some numerical results by experiments. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Visible Light Communications / Information Embedding / Image Classifier / Adversarial Examples |
| Paper # | WBS2020-14,ITS2020-10,RCC2020-17 |
| Date of Issue | 2020-12-07 (WBS, ITS, RCC) |
| Conference Information | |
| Committee | ITS / WBS / RCC |
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| Conference Date | 2020/12/14(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | ITS Communications, Reliable Communication and Control, Radar and Sensing, etc. |
| Chair | Tomotaka Wada(Kansai Univ.) / Masanori Hamamura(Kochi Univ. of Tech.) / HUAN-BANG LI(NICT) |
| Vice Chair | Yusuke Takatori(Kanagawa Inst. of Tech.) / Hiroyuki Hatano(Mie Univ.) / Takashi Shono(INTEL) / Masahiro Fujii(Utsunomiya Univ.) / Shunichi Azuma(Nagoya Univ.) / Koji Ishii(Kagawa Univ.) |
| Secretary | Yusuke Takatori(Univ. of Tokyo) / Hiroyuki Hatano(Akita Prefectural Univ.) / Takashi Shono(Okayama Univ. of Science) / Masahiro Fujii(National Defence Academy) / Shunichi Azuma(CRIEPI) / Koji Ishii(Osaka Univ.) |
| Assistant | Msataka Imao(Mitsubishi Electric) / Yanlei Gu(Ritsumeikan Univ.) / Kenshi Saho(Toyama Prefectural Univ.) / Duong Quang Thang(NAIST) / Masafumi Moriyama(NICT) / Masayuki Kinoshita(Chiba Univ. of Tech.) / SHAN LIN(NICT) / Masaki Ogura(Osaka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Intelligent Transport Systems Technology / Technical Committee on Wideband System / Technical Committee on Reliable Communication and Control |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Proposal of Information Embedding Method Using Image Classifier for Parallel Transmission Visible Light Communications |
| Sub Title (in English) | |
| Keyword(1) | Visible Light Communications |
| Keyword(2) | Information Embedding |
| Keyword(3) | Image Classifier |
| Keyword(4) | Adversarial Examples |
| 1st Author's Name | Keita Kinpara |
| 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 | Hiraku Okada |
| 4th Author's Affiliation | Nagoya University(Nagoya Univ) |
| Date | 2020-12-14 |
| Paper # | WBS2020-14,ITS2020-10,RCC2020-17 |
| Volume (vol) | vol.120 |
| Number (no) | WBS-290,ITS-291,RCC-292 |
| Page | pp.pp.35-40(WBS), pp.35-40(ITS), pp.35-40(RCC), |
| #Pages | 6 |
| Date of Issue | 2020-12-07 (WBS, ITS, RCC) |