| Presentation | 2021-01-21 A Study of Learning Data Generation for a Sound-based Life Activity Estimation System Using Video Images Kentaro Matsuda, Ken Tsutsuguchi, Manabu Okamoto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The number of HIKIKOMORI has been increasing year by year, and the number of households that cannot make ends meet has been increasing, which has become a problem. This paper proposes a system to watch over such households. The system assumes the state of a HIKIKOMORI from the definition of a it, and uses a neural network to determine the state of life from sound information. Since sound data is difficult to label, we use LSTM to investigate whether it is possible to identify data using video data. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | life log / life activity / neural network / video image analysis |
| Paper # | ICM2020-36,LOIS2020-24 |
| Date of Issue | 2021-01-14 (ICM, LOIS) |
| Conference Information | |
| Committee | ICM / LOIS |
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| Conference Date | 2021/1/21(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Practical Use of Lifelog, Office Information System, Business Management, etc. |
| Chair | Kazuhiko Kinoshita(Tokushima Univ.) / Toru Kobayashi(Nagasaki Univ.) |
| Vice Chair | Yoichi Sato(OSL) / Haruo Ooishi(NTT) / Hiroyuki Toda(NTT) |
| Secretary | Yoichi Sato(NTT) / Haruo Ooishi(Bosco) / Hiroyuki Toda(NTT) |
| Assistant | Tetsuya Uchiumi(Fujitsu Lab.) / Shigeru Fujimura(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Information and Communication Management / Technical Committee on Life Intelligence and Office Information Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study of Learning Data Generation for a Sound-based Life Activity Estimation System Using Video Images |
| Sub Title (in English) | |
| Keyword(1) | life log |
| Keyword(2) | life activity |
| Keyword(3) | neural network |
| Keyword(4) | video image analysis |
| 1st Author's Name | Kentaro Matsuda |
| 1st Author's Affiliation | Sojo University(Sojo Univ) |
| 2nd Author's Name | Ken Tsutsuguchi |
| 2nd Author's Affiliation | Sojo University(Sojo Univ) |
| 3rd Author's Name | Manabu Okamoto |
| 3rd Author's Affiliation | Sojo University(Sojo Univ) |
| Date | 2021-01-21 |
| Paper # | ICM2020-36,LOIS2020-24 |
| Volume (vol) | vol.120 |
| Number (no) | ICM-323,LOIS-324 |
| Page | pp.pp.10-14(ICM), pp.10-14(LOIS), |
| #Pages | 5 |
| Date of Issue | 2021-01-14 (ICM, LOIS) |