Video-Based Heart Rate Measurement Using FastICA Algorithm

Author:

Karmuse Sachin M.,Kakhandki Arun L.,Anandhalli Mallikarjun

Publisher

Springer Nature Singapore

Reference14 articles.

1. Rahman, H. et al.: Real time heart rate monitoring from facial RGB color video using webcam. In: The 29th Annual Workshop of the Swedish Artificial Intelligence Society (SAIS), 2–3 June 2016, Malmö, Sweden. No. 129. Linköping University Electronic Press, 2016

2. Monkaresi, H., Calvo, R.A., Yan, H.: A machine learning approach to improve contactless heart rate monitoring using a webcam. IEEE J. Biomed. Health Inform. 18(4), 1153–1160 (2013)

3. Sahonero, G., Calderon, H.: A comparison of SOBI, FastICA, JADE and Infomax algorithms. In: International Multi-conference on Complexity, Informatics and Cybernetics, Orlando, Florida, US , March 2017

4. van der Kooij, K.M., Naber, M.: An open-source remote heart rate imaging method with practical apparatus and algorithms. Behavior Res. Methods 51, 2106–2119 (2019)

5. Poh, M.-Z., McDuff, D.J., Picard, R.W.: Advancements in noncontact, multiparameter physiological measurements using a webcam. IEEE Trans. Biomed. Eng. 58(1), 7–11 (2010)

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