Title :
Pulse rate assessment: Eulerian Video Magnification vs. electrocardiography recordings
Author :
MiljkovicÌ, Nadica ; TrifunovicÌ, Dragan
Author_Institution :
Fac. of Electr. Eng., Univ. of Belgrade, Belgrade, Serbia
Abstract :
Non contact pulse rate assessment is of interest for patients with cardio-vascular diseases. We tested the feasibility of the use of regular web camera for pulse rate assessment. The Eulerian Video Magnification was used for processing of acquired video sequences. The results were compared with the pulse rate determined from the electrocardiography signals, recorded from the two electrodes positioned at left side of the chest. We present pulse rate results obtained from both methods recorded from two healthy volunteers. The comparison shows that the Eulerian Video Magnification differs from the electrocardiography for less than 5% at normal pulse rate. The results show that for heart rates that correspond to cardio-vascular diseases (e.g. tachicardia, bradicardia), the algorithm needs further modifications (higher quality camera is needed).
Keywords :
biomedical electrodes; biomedical optical imaging; diseases; electrocardiography; medical image processing; video signal processing; Eulerian video magnification; algorithm; bradicardia; cardio-vascular disease; chest; electrocardiography recording; electrocardiography signal; electrodes; heart rate; pulse rate assessment; tachicardia; video sequence; web camera; Cameras; Electrocardiography; Electrodes; Heart rate variability; Image color analysis; Pulse measurements; Video sequences; Eulerian Video Magnification; heart rate variability; image analysis; pulse rate; web camera;
Conference_Titel :
Neural Network Applications in Electrical Engineering (NEUREL), 2014 12th Symposium on
Conference_Location :
Belgrade
Print_ISBN :
978-1-4799-5887-0
DOI :
10.1109/NEUREL.2014.7011447