| Presentation | 2017-10-12 Indoor Area Estimation Using Convolutional Neural Network with Spectrogram of Environmental Ultrasound Tatsuro Tsuchiya, Takeshi Umezawa, Noritaka Osawa, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Active methods for indoor position estimation have been proposed which are based on signal strength or propagation time of radio waves or ultrasounds. Those methods require transmitters to be installed in target areas. This paper proposes a passive method for indoor area estimation where a prediction model is constructed by a convolution neural network based on spectrogram of environmental ultrasound. No new transmitting devices are required in the method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Spectrogram / ultrasound / Indoor Area Estimation / Convolutional Neural Network |
| Paper # | PRMU2017-69 |
| Date of Issue | 2017-10-05 (PRMU) |
| Conference Information | |
| Committee | PRMU |
|---|---|
| Conference Date | 2017/10/12(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shinichi Sato(NII) |
| Vice Chair | Hironobu Fujiyoshi(Chubu Univ.) / Yoshihisa Ijiri(Omron) |
| Secretary | Hironobu Fujiyoshi(AIST) / Yoshihisa Ijiri(NAIST) |
| Assistant | Masato Ishii(NEC) / Yusuke Sugano(Osaka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Indoor Area Estimation Using Convolutional Neural Network with Spectrogram of Environmental Ultrasound |
| Sub Title (in English) | |
| Keyword(1) | Spectrogram |
| Keyword(2) | ultrasound |
| Keyword(3) | Indoor Area Estimation |
| Keyword(4) | Convolutional Neural Network |
| 1st Author's Name | Tatsuro Tsuchiya |
| 1st Author's Affiliation | Chiba University(Chiba Univ.) |
| 2nd Author's Name | Takeshi Umezawa |
| 2nd Author's Affiliation | Chiba University(Chiba Univ.) |
| 3rd Author's Name | Noritaka Osawa |
| 3rd Author's Affiliation | Chiba University(Chiba Univ.) |
| Date | 2017-10-12 |
| Paper # | PRMU2017-69 |
| Volume (vol) | vol.117 |
| Number (no) | PRMU-238 |
| Page | pp.pp.37-42(PRMU), |
| #Pages | 6 |
| Date of Issue | 2017-10-05 (PRMU) |