| Presentation | 2023-03-14 A Proposal of Visible Light Communication System using Image Classifier based on Imaginary Images Masataka Naito, 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) | We have proposed a new method of information embedding in visible light communication by using an image classifier based on machine learning. We propose a new information embedding method that uses imaginary images generated by M-sequences and DCT coefficient matrices for image classification. The performance of the proposed method is evaluated in terms of features of the output of the image classifier and the communication success rate. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Visible Light Communications / Information Embedding / Image Classifier / Adversarial Examples / Imaginary Images |
| Paper # | IT2022-70,ISEC2022-49,WBS2022-67,RCC2022-67 |
| Date of Issue | 2023-03-07 (IT, ISEC, WBS, RCC) |
| Conference Information | |
| Committee | RCC / ISEC / IT / WBS |
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| Conference Date | 2023/3/14(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shunichi Azuma(Nagoya Univ.) / Noboru Kunihiro(Tsukuba Univ.) / Tetsuya Kojima(Tokyo Kosen) / Takashi Shono(Wind River) |
| Vice Chair | Shunichi Azuma(Hokkaido Univ.) / Koji Ishii(Kagawa Univ.) / Junji Shikata(Yokohama National Univ.) / Goichiro Hanaoka(AIST) / Yasuyuki Nogami(Okayama Univ.) / Hiroyasu Ishikawa(Nihon Univ.) / Hideki Ochiai(Yokohama National Univ.) |
| Secretary | Shunichi Azuma(CRIEPI) / Koji Ishii(Ritsumeikan Univ.) / Junji Shikata(AIST) / Goichiro Hanaoka(Ibaraki Univ.) / Yasuyuki Nogami(Saitamai Univ.) / Hiroyasu Ishikawa(Nagaoka Univ. of Tech.) / Hideki Ochiai(Okayama Prefectural Univ.) |
| Assistant | SHAN LIN(NICT) / Ryosuke Adachi(Yamaguchi Univ.) / Yoshikazu Hanatani(Toshiba) / Takayuki Nozaki(Yamaguchi Univ.) / Sun Ran(Ibaraki Univ.) / Chen Na(NAIST) |
| Paper Information | |
| Registration To | Technical Committee on Reliable Communication and Control / Technical Committee on Information Security / Technical Committee on Information Theory / Technical Committee on Wideband System |
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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 Visible Light Communication System using Image Classifier based on Imaginary Images |
| Sub Title (in English) | |
| Keyword(1) | Visible Light Communications |
| Keyword(2) | Information Embedding |
| Keyword(3) | Image Classifier |
| Keyword(4) | Adversarial Examples |
| Keyword(5) | Imaginary Images |
| 1st Author's Name | Masataka Naito |
| 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 | 2023-03-14 |
| Paper # | IT2022-70,ISEC2022-49,WBS2022-67,RCC2022-67 |
| Volume (vol) | vol.122 |
| Number (no) | IT-427,ISEC-428,WBS-429,RCC-430 |
| Page | pp.pp.13-18(IT), pp.13-18(ISEC), pp.13-18(WBS), pp.13-18(RCC), |
| #Pages | 6 |
| Date of Issue | 2023-03-07 (IT, ISEC, WBS, RCC) |