| Presentation | 2020-03-05 Motion Robust Remote Heart Rate Estimation based on RGB/NIR Imaging Under Varying Illumination Kosuke Kurihara, Daisuke Sugimura, Takayuki Hamamoto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a method for heart rate (HR) estimation that is robust to various illumination conditions and subject's head motion. We introduce a scheme for adaptive fusion of RGB and NIR signals by analyzing variations in background illuminations. NIR signals are more reliable in HR estimation than RGB ones in complex illumination scenes, because NIR signals can be captured independent to changes in the background illuminations. By measuring correlations of signals between background and face regions, we adaptively utilize RGB and NIR signals for HR estimation. Furthermore, to achieve robustness against subject's head motion, we introduce motion-robust time-series filtering. When we observe large head movements, we put a confidence to the past HR probability rather than the current RGB/NIR observation. Experiments demonstrate the effectiveness of our method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Remote vital sensing / RGB/NIR camera / Varying illumination / Varying head pose |
| Paper # | IMQ2019-24,IE2019-106,MVE2019-45 |
| Date of Issue | 2020-02-27 (IMQ, IE, MVE) |
| Conference Information | |
| Committee | IE / IMQ / MVE / CQ |
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| Conference Date | 2020/3/5(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyushu Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Hideaki Kimata(NTT) / Toshiya Nakaguchi(Chiba Univ.) / Kenji Mase(Nagoya Univ.) / Hideyuki Shimonishi(NEC) |
| Vice Chair | Kazuya Kodama(NII) / Keita Takahashi(Nagoya Univ.) / Mitsuru Maeda(Canon) / Kenya Uomori(Osaka Univ.) / Masayuki Ihara(NTT) / Jun Okamoto(NTT) / Takefumi Hiraguri(Nippon Inst. of Tech.) |
| Secretary | Kazuya Kodama(NTT) / Keita Takahashi(NHK) / Mitsuru Maeda(Shizuoka Univ.) / Kenya Uomori(Sony Semiconductor Solutions) / Masayuki Ihara(Nagoya Univ.) / Jun Okamoto(NTT) / Takefumi Hiraguri(Nippon Inst. of Tech.) |
| Assistant | Kyohei Unno(KDDI Research) / Norishige Fukushima(Nagoya Inst. of Tech.) / Hiroaki Kudo(Nagoya Univ.) / Masaru Tsuchida(NTT) / Keita Hirai(Chiba Univ.) / Satoshi Nishiguchi(Oosaka Inst. of Tech.) / Masanori Yokoyama(NTT) / Shogo Fukushima(Univ. of ToKyo) / Chikara Sasaki(KDDI Research) / Yoshiaki Nishikawa(NEC) / Takuto Kimura(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Image Engineering / Technical Committee on Image Media Quality / Technical Committee on Media Experience and Virtual Environment / Technical Committee on Communication Quality |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Motion Robust Remote Heart Rate Estimation based on RGB/NIR Imaging Under Varying Illumination |
| Sub Title (in English) | |
| Keyword(1) | Remote vital sensing |
| Keyword(2) | RGB/NIR camera |
| Keyword(3) | Varying illumination |
| Keyword(4) | Varying head pose |
| 1st Author's Name | Kosuke Kurihara |
| 1st Author's Affiliation | Tokyo University of Science(Tokyo Univ. of Science) |
| 2nd Author's Name | Daisuke Sugimura |
| 2nd Author's Affiliation | Tsuda University(Tsuda Univ.) |
| 3rd Author's Name | Takayuki Hamamoto |
| 3rd Author's Affiliation | Tokyo University of Science(Tokyo Univ. of Science) |
| Date | 2020-03-05 |
| Paper # | IMQ2019-24,IE2019-106,MVE2019-45 |
| Volume (vol) | vol.119 |
| Number (no) | IMQ-454,IE-456,MVE-457 |
| Page | pp.pp.47-50(IMQ), pp.47-50(IE), pp.47-50(MVE), |
| #Pages | 4 |
| Date of Issue | 2020-02-27 (IMQ, IE, MVE) |