| Presentation | 2017-05-26 High-accurate heart rate estimation from facial videos based on ICA-R Terumi Umematsu, Masanori Tsujikawa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a novel heart rate (HR) estimation method from facial videos captured with a web camera on the basis of independent component analysis (ICA) with reference. The reference signal, which is extracted using coefficients for emphasizing HR signals, achieves a more accurate estimation. We show the proposed method reduces the estimation error by 18% in comparison with conventional methods. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Heart rate estimation / Non-contact / Facial videos / ICA-R |
| Paper # | SIP2017-20,IE2017-20,PRMU2017-20,MI2017-20 |
| Date of Issue | 2017-05-18 (SIP, IE, PRMU, MI) |
| Conference Information | |
| Committee | PRMU / IE / MI / SIP |
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| Conference Date | 2017/5/25(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Eisaku Maeda(NTT) / Seishi Takamura(NTT) / Yoshitaka Masutani(Hiroshima City Univ.) / Makoto Nakashizuka(Chiba Inst. of Tech.) |
| Vice Chair | Seiichi Uchida(Kyushu Univ.) / Hironobu Fujiyoshi(Chubu Univ.) / Takayuki Hamamoto(Tokyo Univ. of Science) / Atsuro Ichigaya(NHK) / Yoshiki Kawata(Tokushima Univ.) / Yuichi Kimura(Kinki Univ.) / Masahiro Okuda(Univ. of Kitakyushu) / Shogo Muramatsu(Niigata Univ.) |
| Secretary | Seiichi Uchida(Kyoto Univ.) / Hironobu Fujiyoshi(NTT) / Takayuki Hamamoto(NTT) / Atsuro Ichigaya(Chiba Inst. of Tech.) / Yoshiki Kawata(Aichi Inst. of Tech.) / Yuichi Kimura(Nagoya Inst. of Tech.) / Masahiro Okuda(Ritsumeikan Univ.) / Shogo Muramatsu(Chiba Inst. of Tech.) |
| Assistant | Masaki Oonishi(AIST) / Takuya Funatomi(NAIST) / Kei Kawamura(KDDI R&D Labs.) / Keita Takahashi(Nagoya Univ.) / Ryo Haraguchi(Univ. of Hyogo) / Yasushi Hirano(Yamaguchi Univ.) / Osamu Watanabe(Takushoku Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Technical Committee on Image Engineering / Technical Committee on Medical Imaging / Technical Committee on Signal Processing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | High-accurate heart rate estimation from facial videos based on ICA-R |
| Sub Title (in English) | |
| Keyword(1) | Heart rate estimation |
| Keyword(2) | Non-contact |
| Keyword(3) | Facial videos |
| Keyword(4) | ICA-R |
| 1st Author's Name | Terumi Umematsu |
| 1st Author's Affiliation | NEC Corporation(NEC) |
| 2nd Author's Name | Masanori Tsujikawa |
| 2nd Author's Affiliation | NEC Corporation(NEC) |
| Date | 2017-05-26 |
| Paper # | SIP2017-20,IE2017-20,PRMU2017-20,MI2017-20 |
| Volume (vol) | vol.117 |
| Number (no) | SIP-47,IE-48,PRMU-49,MI-50 |
| Page | pp.pp.101-106(SIP), pp.101-106(IE), pp.101-106(PRMU), pp.101-106(MI), |
| #Pages | 6 |
| Date of Issue | 2017-05-18 (SIP, IE, PRMU, MI) |