DocumentCode :
3008735
Title :
Sleep monitoring and sleep apnea event detection using a 3D camera
Author :
Falie, D. ; Ichim, M.
Author_Institution :
Univ. Politeh. of Bucharest, Bucharest, Romania
fYear :
2010
fDate :
10-12 June 2010
Firstpage :
177
Lastpage :
180
Abstract :
This non-invasive method detects the stages of sleep from the respiratory motion recorded with a 3D time-of-flight (TOF) camera. After the patient falls asleep, his/her muscles relax and the degree of relaxation is different in each sleep stage. The relaxation of abdominal muscles leads to slight variations in the movement of the abdomen in some regions. From 3D video recordings, the signal of respiratory movement is extracted from all visible regions. The characteristic features of different sleep stages are extracted, comparing the correlation (coefficients) between different signals. In a similar way, obstructive sleep apnea events are also detected.
Keywords :
biomechanics; biomedical optical imaging; diseases; medical image processing; sleep; 3D time of flight camera; abdominal muscle relaxation; noninvasive method; obstructive sleep apnea events; respiratory motion; respiratory movement signal; sleep apnea event detection; sleep monitoring; sleep stage detection; Abdomen; Cameras; Electroencephalography; Electrooculography; Event detection; Frequency; Low pass filters; Monitoring; Muscles; Sleep apnea; apnea; sleep monitor; sleep stages;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications (COMM), 2010 8th International Conference on
Conference_Location :
Bucharest
Print_ISBN :
978-1-4244-6360-2
Type :
conf
DOI :
10.1109/ICCOMM.2010.5509015
Filename :
5509015
Link To Document :
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