Non-contact heart rate measurements based on skin detection | |
Ting, Zhao1,2; Zhou, Zuofeng1; Chen, Pengyong1,2; Cao, Jianzhong1; Yang, Hongtao1 | |
2018 | |
会议名称 | 10th International Conference on Digital Image Processing, ICDIP 2018 |
会议录名称 | Tenth International Conference on Digital Image Processing, ICDIP 2018 |
卷号 | 10806 |
会议日期 | 2018-05-11 |
会议地点 | Shanghai, China |
出版者 | SPIE |
产权排序 | 1 |
摘要 | Non-contact measurements of the cardiac pulse of humanity is always a challenging problem. Almost all the existing research work concentrates on heart rate measurements based on video recordings of the human face, in which the subject is restricted rigidly. In this paper, we propose a novel approach based on skin detection method. The skin regions in color video recordings are generalized to anywhere of the human body, not limited to human face. The skin detector and a chrominance-based technique are firstly used to detect the photo-plethysmo-graphy (PPG) signal. Then, we use an empirical parameter selection method to get the final heart rate estimation. The experiment results show the effectiveness of the proposed method. © 2018 SPIE. |
关键词 | Skin Detection Ppg Heart Rate Non-contact |
作者部门 | 动态光学成像研究室 |
DOI | 10.1117/12.2502811 |
收录类别 | EI ; CPCI |
ISBN号 | 9781510621992 |
语种 | 英语 |
ISSN号 | 0277786X |
WOS记录号 | WOS:000452819600184 |
EI入藏号 | 20183605779235 |
引用统计 | |
文献类型 | 会议论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/30598 |
专题 | 飞行器光学成像与测量技术研究室 |
通讯作者 | Zhou, Zuofeng |
作者单位 | 1.Xi'an Institute of Optics and Precision Mechanics of CAS, Xinxi Road No17, Xi'an; 710119, China; 2.University of Chinese, Academy of Sciences, Beijing; 100049, China |
推荐引用方式 GB/T 7714 | Ting, Zhao,Zhou, Zuofeng,Chen, Pengyong,et al. Non-contact heart rate measurements based on skin detection[C]:SPIE,2018. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Non-contact heart ra(248KB) | 会议论文 | 限制开放 | CC BY-NC-SA | 请求全文 |
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