Transcription of Self-Adaptive Matrix Completion for Heart Rate Estimation ...
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Self-Adaptive Matrix Completion for Heart Rate Estimation ...
Self-Adaptive Matrix Completion for Heart Rate Estimation from Face Videos under Realistic Conditions Sergey Tulyakov1 , Xavier Alameda-Pineda1 , Elisa Ricci2,3 , Lijun Yin4 , Jeffrey F. Cohn5,6 , Nicu Sebe1. 1. University of Trento, Via Sommarive 9, 38123 Trento, Italy 2. Fondazione Bruno Kessler, Via Sommarive 18, 38123 Trento, Italy 3. University of Perugia, Via Duranti 93, 06123, Perugia, Italy 4. State University of New York at Binghamton, Binghamton, NY 13902, USA. 5. Robotics Institute, Carnegie Mellon University, Pittsburgh, PA 15213, USA. 6. Department of Psychology, University of Pittsburgh, Pittsburgh, PA 15260, USA. Abstract Recent studies in computer vision have shown that, while practically invisible to a human observer, skin color changes due to blood flow can be captured on face videos and, surprisingly, be used to estimate the Heart rate (HR).
Self-Adaptive Matrix Completion for Heart Rate Estimation from Face Videos under Realistic Conditions Sergey Tulyakov1, Xavier Alameda-Pineda1, Elisa Ricci2,3, Lijun Yin4, Jeffrey F. Cohn5,6, Nicu Sebe1 1University of Trento, Via Sommarive 9, 38123 Trento, Italy 2Fondazione Bruno Kessler, Via Sommarive 18, 38123 Trento, Italy 3University of Perugia, Via Duranti 93, 06123, Perugia, Italy
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