Title :
Remote assessment of heart rate by skin color processing
Author :
Bogdan, Gavriloaia ; Radu, Vizireanu ; Octavian, Fratu ; Alin, Berechet ; Constantin, Mara ; Cristian, Cucu
Author_Institution :
Telecommun. Dept., Univ. Politeh. of Bucharest, Bucharest, Romania
Abstract :
Oxy-hemoglobin and deoxy-hemoglobin, main blood chromatophores flowing through the arteries and veins, respectively, reflect sunlight differently. The biggest difference is at a specific wavelength in the visible spectrum. The amount of blood in the arteries varies during cardiac activity. As a result, the skin color changes, but its limits cannot be noticed in heart cycle. The authors present an algorithm, for video signal processing, to achieve remote heartbeat having the following steps: selection of the region of interest, filtering using principal component analysis and empirical mode decomposition. The proposed method uses fewer pixels than those used by other methods presented in the literature and was confirmed by testing on subjects in the room light conditions by using a pulse oximeter.
Keywords :
filters; image colour analysis; patient monitoring; principal component analysis; video signal processing; blood chromatophores; cardiac activity; deoxy-hemoglobin; empirical mode decomposition; heart rate remote assessment; principal component analysis; pulse oximeter; region of interest; remote heartbeat; skin color processing; video signal processing; visible spectrum; Biomedical measurement; Conferences; Heart rate; Image color analysis; Monitoring; Principal component analysis; Skin; biomedical signal processing; computer vision; facial expression; heart rate; pattern recognition;
Conference_Titel :
Communications and Networking (BlackSeaCom), 2015 IEEE International Black Sea Conference on
Conference_Location :
Constanta
DOI :
10.1109/BlackSeaCom.2015.7185097