Presentation | 2017-05-26 High-accurate heart rate estimation from facial videos based on ICA-R Terumi Umematsu, Masanori Tsujikawa, |
---|---|
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 |
---|---|
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 |
---|---|
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) |