Title :
Contactless recognition of respiration phases using web camera
Author :
Lukac, Tomas ; Pucik, J. ; Chrenko, Lukas
Author_Institution :
Inst. of Electron. & Photonics, Slovak Univ. of Technol. in Bratislava, Bratislava, Slovakia
Abstract :
The respiration rate provides important information about the health. Recently, contactless sensing devices are becoming popular. Methods based on a video-camera (web-camera) recording and subsequent signal processing are a good example. In this paper, we present a method for the extraction of respiration phases from the video sequence. We implemented a single-step Lucas-Kanade method for obtaining velocities and calculated a signal to noise ratio of pixel blocks for a selection of the tracking blocks. We measured ECG simultaneously with web-camera recording and compared ECG derived respiration with respiration derived by our method. Inspiration - expiration phases were also marked by three independent evaluators and used for validation of the method.
Keywords :
electrocardiography; medical signal processing; pneumodynamics; video cameras; video signal processing; ECG measurement; contactless recognition; contactless sensing devices; health; respiration phase extraction; respiration rate; single step Lucas-Kanade method; video camera; web camera; Cameras; Electrocardiography; Monitoring; Optical imaging; Optical signal processing; Signal to noise ratio; Lucas-Kanade method; optic flow; respiration; respiration phase; web-camera;
Conference_Titel :
Radioelektronika (RADIOELEKTRONIKA), 2014 24th International Conference
Conference_Location :
Bratislava
Print_ISBN :
978-1-4799-3714-1
DOI :
10.1109/Radioelek.2014.6828427