Title :
Noncontact respiratory measurement of volume change using depth camera
Author :
Meng-Chieh Yu ; Jia-Ling Liou ; Shuenn-Wen Kuo ; Ming-Sui Lee ; Yi-Ping Hung
Author_Institution :
Grad. Inst. of Network & Multimedia, Nat. Taiwan Univ., Taipei, Taiwan
fDate :
Aug. 28 2012-Sept. 1 2012
Abstract :
In this study, a system is developed to measure human chest wall motion for respiratory volume estimation without any physical contact. Based on depth image sensing technique, respiratory volume is estimated by measuring morphological changes of the chest wall. We evaluated the system and compared with a standard reference device, and the results show strong agreement in respiratory volume measurement [correlation coefficient: r=0.966]. The isovolume test presents small variations of the total respiratory volume during the isovolume maneuver (standard deviation <;107 ml). Then, a regional pulmonary measurement test is evaluated by a patient, and the results show visibly difference of pulmonary functional between the diseased and the contralateral sides of the thorax after the thoracotomy. This study has big potential for personal health care and preventive medicine as it provides a novel, low-cost, and convenient way to measure user´s respiration volume.
Keywords :
biomedical measurement; correlation methods; pneumodynamics; volume measurement; correlation coefficient; depth camera; depth image sensing; human chest wall motion; isovolume maneuver; isovolume test; morphological change; noncontact respiratory measurement; personal health care; preventive medicine; regional pulmonary measurement test; respiratory volume estimation; thoracotomy; thorax; volume change; Atmospheric measurements; Biomedical measurements; Cameras; Particle measurements; Sensors; Thorax; Volume measurement; Noncontact; depth camera; isovolume maneuver; respiration volume; spirometer; Humans; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Lung Volume Measurements; Reproducibility of Results; Respiratory Mechanics; Sensitivity and Specificity; Thoracic Wall;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6346440