DocumentCode
3669777
Title
Improved pulse detection from head motions using DCT
Author
Ramin Irani;Kamal Nasrollahi;Thomas B. Moeslund
Author_Institution
Visual Analysis of People Laboratory, Aalborg University (AAU), Sofiendalsvej 11, 9200, Denmark
Volume
3
fYear
2014
Firstpage
118
Lastpage
124
Abstract
The heart pulsation sends out the blood throughout the body. The rate in which the heart performs this vital task, heartbeat rate, is of curial importance to the body. Therefore, measuring heartbeat rate, a.k.a. pulse detection, is very important in many applications, especially the medical ones. To measure it, physicians traditionally, either sense the pulsations of some blood vessels or install some sensors on the body. In either case, there is a need for a physical contact between the sensor and the body to obtain the heartbeat rate. This might not be always feasible, for example, for applications like remote patient monitoring. In such cases, contactless sensors, mostly based on computer vision techniques, are emerging as interesting alternatives. This paper proposes such a system, in which the heartbeats (pulses) are detected by subtle motions that appear on the face due to blood circulation. The proposed system has been tested in different facial expressions. The experimental results show that the proposed system is correct and robust and outperforms state-of-the-art.
Keywords
"Heart beat","Face","Trajectory","Feature extraction","Discrete cosine transforms","Power harmonic filters"
Publisher
ieee
Conference_Titel
Computer Vision Theory and Applications (VISAPP), 2014 International Conference on
Type
conf
Filename
7295070
Link To Document