Enhanced Contactless Vital Sign Estimation from Real-Time Multimodal 3D Image Data

被引:16
|
作者
Zhang, Chen [1 ]
Gebhart, Ingo [2 ]
Kuehmstedt, Peter [2 ]
Rosenberger, Maik [1 ]
Notni, Gunther [1 ,2 ]
机构
[1] Tech Univ Ilmenau, Dept Mech Engn, Grp Qual Assurance & Ind Image Proc, D-98693 Ilmenau, Germany
[2] Fraunhofer Inst Appl Opt & Precis Engn, D-07745 Jena, Germany
关键词
contactless vital sign estimation; multimodal imaging; multispectral imaging; structured light; HEART-RATE; OXYGEN-SATURATION; RESPIRATORY RATE; VIDEO; SHAPE; MAGNIFICATION; PULSE;
D O I
10.3390/jimaging6110123
中图分类号
TB8 [摄影技术];
学科分类号
0804 ;
摘要
The contactless estimation of vital signs using conventional color cameras and ambient light can be affected by motion artifacts and changes in ambient light. On both these problems, a multimodal 3D imaging system with an irritation-free controlled illumination was developed in this work. In this system, real-time 3D imaging was combined with multispectral and thermal imaging. Based on 3D image data, an efficient method was developed for the compensation of head motions, and novel approaches based on the use of 3D regions of interest were proposed for the estimation of various vital signs from multispectral and thermal video data. The developed imaging system and algorithms were demonstrated with test subjects, delivering a proof-of-concept.
引用
收藏
页数:15
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