| Presentation | 2018-02-27 Design and Implementation of a Baby Monitoring System with Machine Learning Tan Omiya, Doudou Fall, Shigeru Kashihara, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The advent of the Internet of Things has permitted the emergence of numerous technologies, such as baby monitoring systems, that improve the quality of life of human beings. Existing baby monitoring systems advantageously provide video and audio information to parents about the situation of their infants who are located in distant places. Their disadvantage is that parents have to continuously monitor the system in order to detect an event. In this paper, we aim to reduce the burden of monitoring by proposing a machine learning-based baby monitoring system that can detect the event ‘infant crying’ and alert the parents. We used Support Vector Machine for the event detection and a low-load video streaming to allow monitoring through a smartphone application. We implemented our system on Raspberry Pi and tested it on a real environment. The preliminary evaluation demonstrates its usefulness. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Baby Monitoring System / Machine Learning / Support Vector Machine / IoT / Raspberry Pi |
| Paper # | MoNA2017-68 |
| Date of Issue | 2018-02-19 (MoNA) |
| Conference Information | |
| Committee | MoNA / ASN / IPSJ-MBL / IPSJ-UBI |
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| Conference Date | 2018/2/26(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Sophia University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Ubiquitous system, Ambient intelligence, Next generation wireless communicasion, Mobile network, etc. |
| Chair | Ryoichi Shinkuma(Kyoto Univ.) / Hiraku Okada(Nagoya Univ.) / 河口 信夫(名大) / 寺田 努(神戸大) |
| Vice Chair | Shigeaki Tagashira(Kansai Univ.) / Gen Kitagata(Tohoku Univ.) / Shigeki Shiokawa(KAIT) / Jin Nakazawa(Keio Univ.) / Satoru Yamano(NEC) / 深澤 佑介(ドコモ) / 久保 健(KDDI) / 北村 操代(三菱電気) |
| Secretary | Shigeaki Tagashira(Kyushu Univ.) / Gen Kitagata(NTT) / Shigeki Shiokawa(NEC) / Jin Nakazawa(NICT) / Satoru Yamano(Sophia Univ.) / 深澤 佑介(愛知工大) / 久保 健(阪大) / 北村 操代(豊橋技科大) / (NTT) |
| Assistant | Takayuki Nishio(Kyoto Univ.) / Takato Saito(NTT) / Hiroto Aida(Doshisha Univ.) / Tomoyuki Ota(Hiroshima City Univ.) / Tatsuya Kikuzuki(Fujitu Lab.) / Ryo Nakano(HITACHI) / Yoshifumi Hotta(Mitsubishi Electric) |
| Paper Information | |
| Registration To | Technical Committee on Mobile Network and Applications / Technical Committee on Ambient intelligence and Sensor Networks / Special Interest Group on Mobile Computing and Pervasive Systems / Special Interest Group on Ubiquitous Computing System |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Design and Implementation of a Baby Monitoring System with Machine Learning |
| Sub Title (in English) | |
| Keyword(1) | Baby Monitoring System |
| Keyword(2) | Machine Learning |
| Keyword(3) | Support Vector Machine |
| Keyword(4) | IoT |
| Keyword(5) | Raspberry Pi |
| 1st Author's Name | Tan Omiya |
| 1st Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| 2nd Author's Name | Doudou Fall |
| 2nd Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| 3rd Author's Name | Shigeru Kashihara |
| 3rd Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| Date | 2018-02-27 |
| Paper # | MoNA2017-68 |
| Volume (vol) | vol.117 |
| Number (no) | MoNA-450 |
| Page | pp.pp.249-254(MoNA), |
| #Pages | 6 |
| Date of Issue | 2018-02-19 (MoNA) |