| Paper Abstract and Keywords |
| Presentation |
2021-07-16 13:00
Dynamic Three-Dimensional Measurement of Abdomen Using Moiré Analysis and Its Use for Detection of Abnormal Respiratory Based on Deep Learning
Yuki Mochizuki, Norio Tagawa (Tokyo Metro. Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Currently, paramedics cannot make triage judgments in ambulances during emergency transportation of infants. If this can be done, it will be possible to select an appropriate destination hospital and provide appropriate medical care. In this study, we develop a system to detect abnormal respiratory state by measuring the three-dimensional fluctuation of the patient's abdomen by moiré analysis and inputting the result to deep learning. The performance of this system was evaluated by experiments. Compared with other methods, the robustness to changes in the camera viewpoint was confirmed. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
moiré topography / active stereo / deep learning / LSTM / abdomen shape / triage / abnormal respiratory / |
| Reference Info. |
ITE Tech. Rep., vol. 45, no. 18, ME2021-61, pp. 1-4, July 2021. |
| Paper # |
ME2021-61 |
| Date of Issue |
2021-07-09 (ME) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
|
| Conference Information |
| Committee |
ME |
| Conference Date |
2021-07-16 - 2021-07-16 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Online |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
ME |
| Conference Code |
2021-07-ME |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Dynamic Three-Dimensional Measurement of Abdomen Using Moiré Analysis and Its Use for Detection of Abnormal Respiratory Based on Deep Learning |
| Sub Title (in English) |
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| Keyword(1) |
moiré topography |
| Keyword(2) |
active stereo |
| Keyword(3) |
deep learning |
| Keyword(4) |
LSTM |
| Keyword(5) |
abdomen shape |
| Keyword(6) |
triage |
| Keyword(7) |
abnormal respiratory |
| Keyword(8) |
|
| 1st Author's Name |
Yuki Mochizuki |
| 1st Author's Affiliation |
Tokyo Metropolitan University (Tokyo Metro. Univ.) |
| 2nd Author's Name |
Norio Tagawa |
| 2nd Author's Affiliation |
Tokyo Metropolitan University (Tokyo Metro. Univ.) |
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| Speaker |
Author-2 |
| Date Time |
2021-07-16 13:00:00 |
| Presentation Time |
30 minutes |
| Registration for |
ME |
| Paper # |
ME2021-61 |
| Volume (vol) |
vol.45 |
| Number (no) |
no.18 |
| Page |
pp.1-4 |
| #Pages |
4 |
| Date of Issue |
2021-07-09 (ME) |