| Presentation | 2023-07-06 Baby monitoring system using Magnification and Optical flow Kazutaka Kikuta, Ken. T. Murata, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We developed a baby monitoring system that combines advanced image processing technology and visual IoT technology. Sudden Infant Death Syndrome (SIDS) and suffocation due to babies sleeping on their stomachs have become a social problem. In this study, we developed a respiration detection method that combines magnification and optical flow. In consideration of privacy, we improved the efficiency of the algorithm so that all processing can be performed on the edge side. By acquiring high-motion regions from the magnification machine learning algorithm, we extracted candidate points for optical flow tracking and realized real-time respiration detection on a single-board computer. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | visual IoT / baby monitoring / optical flow / motion detection |
| Paper # | CAS2023-9,VLD2023-9,SIP2023-25,MSS2023-9 |
| Date of Issue | 2023-06-29 (CAS, VLD, SIP, MSS) |
| Conference Information | |
| Committee | MSS / CAS / SIP / VLD |
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| Conference Date | 2023/7/6(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shingo Yamaguchi(Yamaguchi Univ.) / Yasutoshi Aibara(OmniVision) / Takayuki Nakachi(Ryukyu Univ.) / Shigetoshi Nakatake(Univ. of Kitakyushu) |
| Vice Chair | Toshiyuki Miyamoto(Osaka Inst. of Tech.) / Norihiko Shinomiya(Soka Univ.) / Koichi Ichige(Yokohama National Univ.) / Kiyoshi Nishikawa(okyo Metropolitan Univ.) / Yuichi Sakurai(Hitachi) |
| Secretary | Toshiyuki Miyamoto(Osaka Univ.) / Norihiko Shinomiya(NEC) / Koichi Ichige(Soka Univ.) / Kiyoshi Nishikawa(Renesas Electronics) / Yuichi Sakurai(Chiba Univ.) |
| Assistant | Masato Shirai(Shimane Univ.) / Nao Ito(NIT, Toyama college) / Motoi Yamaguchi(TECHNOPRO) / Shinji Shimoda(Sony Semiconductor Solutions) / Shunsuke Koshita(Hachinohe Inst. of Tech.) / Taichi Yoshida(UEC) / Sayaka Shiota(Tokyo Metropolitan Univ.) / Takuma Nishimoto(Hitachi) |
| Paper Information | |
| Registration To | Technical Committee on Mathematical Systems Science and its Applications / Technical Committee on Circuits and Systems / Technical Committee on Signal Processing / Technical Committee on VLSI Design Technologies |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Baby monitoring system using Magnification and Optical flow |
| Sub Title (in English) | |
| Keyword(1) | visual IoT |
| Keyword(2) | baby monitoring |
| Keyword(3) | optical flow |
| Keyword(4) | motion detection |
| 1st Author's Name | Kazutaka Kikuta |
| 1st Author's Affiliation | National Institute of Information and Communications Technology(NICT) |
| 2nd Author's Name | Ken. T. Murata |
| 2nd Author's Affiliation | National Institute of Information and Communications Technology(NICT) |
| Date | 2023-07-06 |
| Paper # | CAS2023-9,VLD2023-9,SIP2023-25,MSS2023-9 |
| Volume (vol) | vol.123 |
| Number (no) | CAS-97,VLD-98,SIP-99,MSS-100 |
| Page | pp.pp.43-46(CAS), pp.43-46(VLD), pp.43-46(SIP), pp.43-46(MSS), |
| #Pages | 4 |
| Date of Issue | 2023-06-29 (CAS, VLD, SIP, MSS) |