DocumentCode :
248188
Title :
Remote PPG based vital sign measurement using adaptive facial regions
Author :
Tasli, H. Emrah ; Gudi, Amogh ; den Uyl, Marten
fYear :
2014
fDate :
27-30 Oct. 2014
Firstpage :
1410
Lastpage :
1414
Abstract :
This paper proposes a remote photoplethysmography measurement technique where human skin color variations are analysed for observing human vital signs including but not limited to average heart rate and variation. Remote monitoring of the vital signs could be useful for non-contact physiological and psychological diagnosis. For this purpose, an off-the-self non-invasive video camera is used. Facial appearance modelling is performed for stabilizing color variations in the selected facial region during the signal acquisition stage. The proposed method offers a novel signal processing approach for extracting the periodic component of the raw color signal for the heart rate and variation estimation. To this end, we have collected a ground truth dataset using a PPG instrument attached to the skin of the subject under observation. Objective performance tests show strong correlation with the ground truth values for the estimated heart rate and variation.
Keywords :
face recognition; image colour analysis; medical image processing; photoplethysmography; video cameras; PPG instrument; adaptive facial regions; facial appearance modelling; facial expression; human skin color variations analysis; human vital signs; off-the-self noninvasive video camera; remote PPG based vital sign measurement; remote photoplethysmography measurement technique; signal processing approach; Blood; Cameras; Color; Face; Heart rate; Image color analysis; Skin; Remote PPG; active appearance models; facial expression; heart rate and variability;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing (ICIP), 2014 IEEE International Conference on
Conference_Location :
Paris
Type :
conf
DOI :
10.1109/ICIP.2014.7025282
Filename :
7025282
Link To Document :
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